From 28c120ff47ab5be8826a276cdf338f726a5599c1 Mon Sep 17 00:00:00 2001 From: ShrihanSolo Date: Tue, 3 Sep 2024 11:39:01 +0000 Subject: [PATCH] commenting on sim side --- src/sim/notebooks/gen_sim.ipynb | 1454 +++--- src/sim/notebooks/lens_colors.txt | 7595 ----------------------------- 2 files changed, 558 insertions(+), 8491 deletions(-) delete mode 100644 src/sim/notebooks/lens_colors.txt diff --git a/src/sim/notebooks/gen_sim.ipynb b/src/sim/notebooks/gen_sim.ipynb index 1070946..e730b30 100644 --- a/src/sim/notebooks/gen_sim.ipynb +++ b/src/sim/notebooks/gen_sim.ipynb @@ -1,8 +1,15 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simulate Dataset Using Deeplenstronomy" + ] + }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -15,11 +22,22 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def rename_result(name, head):\n", + " \"\"\"\n", + " Renames files in the 'deeplenstronomy' repository to match the folder name.\n", + "\n", + " Args:\n", + " name (str): The name of the folder where data is to be stored (as specified in the config.yaml file).\n", + " head (Path): A Pathlib Path object representing the root directory containing the 'data/' and 'sim/' subdirectories.\n", + "\n", + " Returns:\n", + " None\n", + " \"\"\"\n", + " \n", " datapath = head / f'data/{name}'\n", " imgpath = datapath / 'CONFIGURATION_1_images.npy'\n", " mdpath = datapath / 'CONFIGURATION_1_metadata.csv'\n", @@ -31,23 +49,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Entering main organization loop\n", - "Organizing CONFIGURATION_1\n", - "Generating images for CONFIGURATION_1\n", - "\tProgress: 100.0 % --- Elapsed Time: 0 H 11 M 36 S \n" - ] - } - ], + "outputs": [], "source": [ "head = Path.cwd().parent.parent\n", - "config_file = head / 'sim/configs/multiband_paper_source_final.yaml'\n", + "config_file = head / 'sim/configs/source_config.yaml'\n", "dataset = dl.make_dataset(config_file, verbose=True, save_to_disk=True)" ] }, @@ -61,40 +68,57 @@ ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ "head = Path.cwd().parent.parent\n", - "config_file = head / 'sim/configs/multiband_paper_target_final.yaml'\n", + "config_file = head / 'sim/configs/target_config.yaml'\n", "dataset = dl.make_dataset(config_file, verbose=True, save_to_disk=True)" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ "rename_result('mb_paper_target_final', head)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sanity Check Images " + ] + }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Define data visualization function\n", "def visualize_data(data):\n", - " '''\n", - " visualizes 16 random images from dataset\n", - " '''\n", + " \"\"\"\n", + " Visualizes 16 random images from the dataset, and set title as their index. Note that the RGB colors\n", + " are generated simplistically so lens/source galaxy colors may look unusual.\n", + "\n", + " Args:\n", + " data (array-like): The dataset containing images, where each image is expected to be a multi-band array.\n", + "\n", + " Returns:\n", + " None\n", + " \"\"\"\n", " \n", " data_length = len(data)\n", " num_indices = 16\n", " \n", - " # Generate 15 unique random indices using numpy\n", + " # Generate 16 unique random indices using numpy\n", " random_indices = np.random.choice(data_length, size=num_indices, replace=False)\n", "\n", - " #plot the examples for source\n", " fig1=plt.figure(figsize=(8,8))\n", "\n", " for i in range(16):\n", @@ -102,19 +126,19 @@ " plt.axis(\"off\")\n", "\n", " img = data[random_indices[i]]\n", - " example_image = make_lupton_rgb(img[2], img[1], img[0] * 1.5) #change band by switching 0:1 to 1:2 or 2:3\n", + " example_image = make_lupton_rgb(img[2], img[1], img[0] * 1.5)\n", " plt.title(random_indices[i])\n", " plt.imshow(example_image, aspect='auto')\n" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "head = Path.cwd().parents[1]\n", - "source_img_path = head / 'data/mb_paper_source_test/mb_paper_source_test.npy'\n", + "source_img_path = head / 'data/mb_paper_source_final/mb_paper_source_final.npy'\n", "source_meta = head / 'data/mb_paper_source_test/mb_paper_source_test_metadata.csv'\n", "\n", "targ_img_path = head / 'data/mb_paper_target_final/mb_paper_target_final.npy'\n", @@ -123,7 +147,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -133,12 +157,12 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -153,12 +177,12 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -171,19 +195,27 @@ "visualize_data(tdata)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sanity Check Labels " + ] + }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", - "smeta = pd.read_csv(targ_meta)" + "smeta = pd.read_csv(source_meta)\n", + "tmeta = pd.read_csv(targ_meta)" ] }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -197,18 +229,19 @@ " 'PLANE_2-OBJECT_1-MASS_PROFILE_1-theta_E-z']" ] }, - "execution_count": 161, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ + "# Find column in labels table\n", "[i for i in smeta.keys() if 'theta' in i]" ] }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -239,74 +272,75 @@ " \n", " \n", " \n", + " 0\n", + " 21.736526\n", + " 20.287542\n", + " 18.577364\n", + " \n", + " \n", " 1\n", " 21.725147\n", " 20.610872\n", " 19.945261\n", " \n", " \n", - " 30\n", - " 22.253803\n", - " 21.270187\n", - " 20.518713\n", - " \n", - " \n", - " 12\n", - " 24.382760\n", - " 22.510122\n", - " 20.646510\n", + " 2\n", + " 23.109276\n", + " 21.841541\n", + " 20.850832\n", " \n", " \n", - " 42\n", - " 22.955450\n", - " 21.299095\n", - " 20.384596\n", + " 3\n", + " 22.030613\n", + " 20.840246\n", + " 20.832485\n", " \n", " \n", - " 59\n", - " 23.906200\n", - " 22.376060\n", - " 20.972824\n", + " 4\n", + " 18.373186\n", + " 18.031454\n", + " 17.947552\n", " \n", " \n", "\n", "" ], "text/plain": [ - " PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-g \\\n", - "1 21.725147 \n", - "30 22.253803 \n", - "12 24.382760 \n", - "42 22.955450 \n", - "59 23.906200 \n", + " PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-g \\\n", + "0 21.736526 \n", + "1 21.725147 \n", + "2 23.109276 \n", + "3 22.030613 \n", + "4 18.373186 \n", "\n", - " PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-r \\\n", - "1 20.610872 \n", - "30 21.270187 \n", - "12 22.510122 \n", - "42 21.299095 \n", - "59 22.376060 \n", + " PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-r \\\n", + "0 20.287542 \n", + "1 20.610872 \n", + "2 21.841541 \n", + "3 20.840246 \n", + "4 18.031454 \n", "\n", - " PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-z \n", - "1 19.945261 \n", - "30 20.518713 \n", - "12 20.646510 \n", - "42 20.384596 \n", - "59 20.972824 " + " PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-z \n", + "0 18.577364 \n", + "1 19.945261 \n", + "2 20.850832 \n", + "3 20.832485 \n", + "4 17.947552 " ] }, - "execution_count": 159, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "smeta[['PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-g', 'PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-r', 'PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-z']].iloc[[1, 30, 12, 42, 59]]" + "# For example, these are the lens magnitudes/colors\n", + "smeta[['PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-g', 'PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-r', 'PLANE_1-OBJECT_1-LIGHT_PROFILE_1-magnitude-z']].head()" ] }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -337,74 +371,75 @@ " \n", " \n", " \n", + " 0\n", + " 21.488290\n", + " 20.546026\n", + " 20.126022\n", + " \n", + " \n", " 1\n", " 21.870981\n", " 21.475230\n", " 21.358294\n", " \n", " \n", - " 30\n", - " 21.340805\n", - " 20.297697\n", - " 19.784145\n", - " \n", - " \n", - " 12\n", - " 18.375328\n", - " 18.308330\n", - " 18.805498\n", + " 2\n", + " 19.491915\n", + " 18.869165\n", + " 18.601873\n", " \n", " \n", - " 42\n", - " 21.792528\n", - " 20.271780\n", - " 18.063868\n", + " 3\n", + " 21.700718\n", + " 21.114801\n", + " 20.904348\n", " \n", " \n", - " 59\n", - " 20.598799\n", - " 19.069805\n", - " 17.758250\n", + " 4\n", + " 21.881210\n", + " 20.619070\n", + " 19.885523\n", " \n", " \n", "\n", "" ], "text/plain": [ - " PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g \\\n", - "1 21.870981 \n", - "30 21.340805 \n", - "12 18.375328 \n", - "42 21.792528 \n", - "59 20.598799 \n", + " PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g \\\n", + "0 21.488290 \n", + "1 21.870981 \n", + "2 19.491915 \n", + "3 21.700718 \n", + "4 21.881210 \n", "\n", - " PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r \\\n", - "1 21.475230 \n", - "30 20.297697 \n", - "12 18.308330 \n", - "42 20.271780 \n", - "59 19.069805 \n", + " PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r \\\n", + "0 20.546026 \n", + "1 21.475230 \n", + "2 18.869165 \n", + "3 21.114801 \n", + "4 20.619070 \n", "\n", - " PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z \n", - "1 21.358294 \n", - "30 19.784145 \n", - "12 18.805498 \n", - "42 18.063868 \n", - "59 17.758250 " + " PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z \n", + "0 20.126022 \n", + "1 21.358294 \n", + "2 18.601873 \n", + "3 20.904348 \n", + "4 19.885523 " ] }, - "execution_count": 158, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "smeta[['PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g', 'PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r', 'PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z']].iloc[[1, 30,12, 42, 59]]" + "# For example, these are the source magnitudes/colors\n", + "smeta[['PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g', 'PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r', 'PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z']].head()" ] }, { "cell_type": "code", - "execution_count": 152, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -435,197 +470,61 @@ " \n", " \n", " \n", - " 30\n", - " 0.902\n", - " 0.962\n", - " 0.902\n", + " 0\n", + " 1.678\n", + " 1.399\n", + " 0.882\n", " \n", " \n", - " 12\n", - " 0.982\n", - " 1.040\n", - " 0.902\n", + " 1\n", + " 1.418\n", + " 0.841\n", + " 0.863\n", " \n", " \n", - " 32\n", - " 1.181\n", - " 0.841\n", - " 0.882\n", + " 2\n", + " 1.062\n", + " 0.943\n", + " 0.642\n", " \n", " \n", - " 42\n", - " 1.021\n", - " 1.001\n", - " 0.783\n", + " 3\n", + " 1.122\n", + " 0.863\n", + " 0.841\n", " \n", " \n", - " 59\n", - " 1.161\n", - " 0.902\n", - " 0.982\n", + " 4\n", + " 0.962\n", + " 0.882\n", + " 0.882\n", " \n", " \n", "\n", "" ], "text/plain": [ - " seeing-g seeing-r seeing-z\n", - "30 0.902 0.962 0.902\n", - "12 0.982 1.040 0.902\n", - "32 1.181 0.841 0.882\n", - "42 1.021 1.001 0.783\n", - "59 1.161 0.902 0.982" + " seeing-g seeing-r seeing-z\n", + "0 1.678 1.399 0.882\n", + "1 1.418 0.841 0.863\n", + "2 1.062 0.943 0.642\n", + "3 1.122 0.863 0.841\n", + "4 0.962 0.882 0.882" ] }, - "execution_count": 152, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "smeta[['seeing-g', 'seeing-r', 'seeing-z']].iloc[[30, 12, 32, 42, 59]]" - ] - }, - { - "cell_type": "code", - "execution_count": 164, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "31 1.332127\n", - "51 2.959877\n", - "71 1.345727\n", - "77 2.351370\n", - "Name: PLANE_1-OBJECT_1-MASS_PROFILE_1-theta_E-g, dtype: float64" - ] - }, - "execution_count": 164, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "smeta['PLANE_1-OBJECT_1-MASS_PROFILE_1-theta_E-g'].iloc[[31, 51, 71, 77]]" - ] - }, - { - "cell_type": "code", - "execution_count": 134, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "visualize_data(tdata)" - ] - }, - { - "cell_type": "code", - "execution_count": 160, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 160, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfkAAAGeCAYAAACXR3gGAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAA9hAAAPYQGoP6dpAABToklEQVR4nO3dfXRU1bk/8O+ZmWTyQjIQMJnkEhBX0SpBa8Ei1ArKm6mAFW+xxUuxpRbLi+YCVZHbmrpqotwlYkNLxcsCFGlc61exrmsbCVcJZUU0RHNF9Fq7ihhaYoSGyftMMmf//kCmTF72cyZnAjPD97PWWQtmn3NmzzlnZmfvc55nG0opBSIiIko4jgtdASIiIhocbOSJiIgSFBt5IiKiBMVGnoiIKEGxkSciIkpQbOSJiIgSFBt5IiKiBMVGnoiIKEGxkSciIkpQrgtdgZ5M08Tf//53ZGRkwDCMC10dIiKKkFIKLS0tyMvLg8MxeH3Jzs5OBAIB2/tJTk5GSkpKFGoUg9Qg+dWvfqUuvfRS5Xa71Ve/+lW1f/9+S9vV19crAFy4cOHCJc6X+vr6wWpiVEdHh/JmO6NST6/Xqzo6OgatrhfSoPTkX3zxRRQVFeHXv/41vv71r+OZZ55BYWEhPvjgA4waNUq7bUZGBgDgBnwTLiT1vVI0evg2U/Y7UtzacrPTb2v/UeFw6svN4PmpxwXmSEvVlpvtHcIOhOMIwJGSrF9BumaF61GsowVGkr6Oqst+j0iuhP44GK5+vvNfkOoonesz+9Bf99J7GC79z6bq7hbrMNikcw1lyjtxSr8f/V+z3aoLf+p+OfR7PhgCgQAaGoM4VnspMjMGPlrQ3GJi9IRPEAgEErI3PyiN/IYNG7BkyRL88Ic/BABs3LgRr732GjZv3ozS0lLttmeH6F1IgssYxEYeNht5Q/8lMg0LX6LBZghfUuPieCRDPlfCj7J0HC28h3zNCo28VEcLjP6+T2drYNj7TlishFBsr47ieQCghGMpvYdhCI18DNxmlI4jYOH3Sfz9kK+X83HLdUiGgSEZA38fExf+fA2mqDfygUAAtbW1eOihh8JenzVrFqqrq3ut7/f74ff/s9fb3Nwc7SoREVGCCioTQRt/nwatjGrEsah35U6ePIlgMIicnJyw13NyctDQ0NBr/dLSUng8ntCSn58f7SoRERFdlAZtvLbnMI1Sqs+hm7Vr18Ln84WW+vr6waoSERElGBPK9pLIoj5cP2LECDidzl699sbGxl69ewBwu91wu/UPsREREfXFhGnlCQPt9oks6o18cnIyJkyYgMrKStx+++2h1ysrK3HbbbdF5T0M4anP8/F0q9nZqS03LPzhovz6J/Ct7EO7vXScgvLT9VId7YrGcXIIT8Sa7e0R1an3DuxHIZhtbdpy6YltK8fJIawTFJ53caSl6d9AuJ7Mlhb99oAYRWD3CX8rx0m6HsRzkSxEKUTh98eRnq5/j0CXttxI1j94J12PAADhc+i+d4YyAH0VoyaoFII2oqXsbBsPBuXp+lWrVmHRokWYOHEiJk+ejC1btuDTTz/FvffeOxhvR0RERH0YlEb+zjvvxKlTp/Doo4/ixIkTKCgowB/+8AeMHj16MN6OiIguUnbvq/Oe/AAtW7YMy5YtG6zdExERwYRCkI18vy6ObChEREQXoZiboIaIiMgqDtfrsZEnIqK4xafr9ThcT0RElKBitydvGP1OZhGVOHhp4gRh8hZxFjoLsdlSTK/dGHXx71MLs6uJE4oIsdMOT6a2PHjqH3IVhONkSvkGzsPsa2Lstc06OITYbQBQNufVtp1PIAZYOQZSDLpEzHkQhe+1YfP3RbqenMOGiXUINjXp66DJFWKq8xQkjzNT7dhLhpPYYreRJyIiEgRtPl1vZ9t4wOF6IiKiBMWePBERxa2ggs2pZqNXl1jERp6IiOIW78nrsZEnIqK4ZcJAEMKD1ML2iYz35ImIiCKwf/9+zJ07F3l5eTAMAy+//HK/6y5duhSGYWDjxo1hr/v9fqxcuRIjRoxAeno65s2bh+PHj4et09TUhEWLFsHj8cDj8WDRokU4ffp0RHVlI09ERHHLVPaXSLW1teGaa67Bpk2btOu9/PLLeOutt5CXl9errKioCLt370Z5eTkOHDiA1tZWzJkzB8FzpgBfuHAh6urqUFFRgYqKCtTV1WHRokUR1ZXD9UREFLeCNofrz27b3Nwc9rrb7Ya7n5wHhYWFKCws1O73b3/7G1asWIHXXnsNt956a1iZz+fD1q1b8fzzz2PGjBkAgJ07dyI/Px979+7F7Nmz8eGHH6KiogIHDx7EpEmTAADPPvssJk+ejI8++ghXXHGFpc8Xu428UugvnYsjJUW7qS5JQ/j+deVBbbGUjMKRkSFXoaNDXGcwGQ75i6FMe4M9qkN/LqTEIQCguvTJjwxXkrC9PjGImLxEeH8AcKSn6fdhN1GNhQQqjtRUbbkhJNQRk0xJCaSikB5UPBfScXTI16vZ0mKrDo40/bk2O/Xnyjk8S1sOWEgSJSWykn6/hGMAROF6iTP5+flh/3/kkUdQXFw8oH2ZpolFixbhJz/5CcaNG9ervLa2Fl1dXZg1a1botby8PBQUFKC6uhqzZ8/Gm2++CY/HE2rgAeD666+Hx+NBdXV1AjTyREREgmj15Ovr65GZ+c8Mnf314q144okn4HK5cN999/VZ3tDQgOTkZAzrkXkwJycHDQ0NoXWys7N7bZudnR1axwo28kREFLdMZcBUNp6u/2LbzMzMsEZ+oGpra/H000/jnXfegSGNfvWglArbpq/te64j4YN3REREUfKnP/0JjY2NGDVqFFwuF1wuF44dO4bVq1fj0ksvBQB4vV4EAgE09ZgfoLGxETk5OaF1Pvvss177//zzz0PrWMFGnoiI4tbZ4Xo7SzQtWrQI7733Hurq6kJLXl4efvKTn+C1114DAEyYMAFJSUmorKwMbXfixAm8//77mDJlCgBg8uTJ8Pl8ePvtt0PrvPXWW/D5fKF1rOBwPRERxa0gHAja6K/qH1HsW2trK/7yl7+E/n/06FHU1dUhKysLo0aNwvDhw8PWT0pKgtfrDT0s5/F4sGTJEqxevRrDhw9HVlYW1qxZg/Hjx4eetr/yyitxyy234J577sEzzzwDAPjRj36EOXPmWH7oDmAjT0REcUzZvCevBrDtoUOHcNNNN4X+v2rVKgDA4sWLsX37dkv7eOqpp+ByubBgwQJ0dHRg+vTp2L59O5znTN/9wgsv4L777gs9hT9v3jwxNr8nNvJEREQRmDZtGlQEIaOffPJJr9dSUlJQVlaGsrKyfrfLysrCzp07B1LFkNht5A2j37hcFdRPKSDFd57ZhzBIYzPm10pctBJSLQ12nKr0/gBgOPXxuLZj0K3Ejxv6oTipDlJMsbIQgy6xHXudnq5/gyjEf4uk2GtT+M5YeeJXOJeOVCEHhnTNdnXJdRBI14PdbABiDDwAIylZv4KQ40L59ecqkWLcoxVCl6hit5EnIiISBJUDQWXjnnyCTzXLp+uJiIgSFHvyREQUt0wYMG30V03bN2BiGxt5IiKKW7wnr8fheiIiogTFnjwREcUt+w/ecbieiIgoJp25J29jgpoEH66P3UZeM5+8GBdthRAT7BiinzMaQpy9NN+8JUlCbLUQe222ten3L8U9A1A2Y6NNYT55S/kIhLmxpXNpJAn5BoSYYivEOcal60G4nqzkNHAO9ejfwtesLXekCNeTME+6dJwBwEjWx38HT/vEfegoC2HyjhQhFr9TuGYFUoy7lAsAAILN+nMl1kHKFSLkKwDkXCJOT/8ztikVAJr6LabzKOr35IuLi2EYRtji9Xqj/TZEREQwv8hdP9DFzpP58WBQevLjxo3D3r17Q/93ClnTiIiIBoL35PUGpZF3uVzsvRMR0aAzbfbGEz1OflDGKT7++GPk5eVhzJgx+M53voO//vWv/a7r9/vR3NwcthAREZF9UW/kJ02ahOeeew6vvfYann32WTQ0NGDKlCk4depUn+uXlpbC4/GElvz8/GhXiYiIElRQGbaXRBb1Rr6wsBB33HEHxo8fjxkzZuDVV18FAOzYsaPP9deuXQufzxda6uvro10lIiJKUHYeuju7JLJBD6FLT0/H+PHj8fHHH/dZ7na74RZCwYiIiChyg97I+/1+fPjhh/jGN74RtX2Kca4W5gcX50nv6NCXR2E+ZjGWVYiNFuPg7c4PboXwZKojVYi9jkI+AelcittLc95buJ7EGHLhXDsyMrTlwSY56NhujLndc2El34AK6HNc2J5HXdg/IMfBS+dK+u5LeTyC3VaC+e19d6U6iscZcjy/7poMWklYECWmcsC08XS9yafrI7NmzRrMnTsXo0aNQmNjI37xi1+gubkZixcvjvZbERHRRc7ukHswwZ+uj3ojf/z4cXz3u9/FyZMncckll+D666/HwYMHMXr06Gi/FREREWlEvZEvLy+P9i6JiIj6ZAK2npA3o1eVmBS7ueuJiIgE9pPhJPbT9Yn96YiIiC5i7MkTEVHcsp+7PrH7umzkiYgobnE+eT028kREFLfYk9eL3UbeMM4sfZCSWTjS08Xdmx36fUjJJqRkEkZyklwHIZmNlYQV+jew9xkAAEr/7KmYGCSor4OlcyUcJyn5iERMVCMkXwIAM2Av+YfZKlwLUuIkAEpInuT0ZNqqg3ScrRwnFRSuJ+E9nMOGactN4RhYIX53DX2jYKQIGTxN+XluMdGVwJGWpt+/hcRH4vnWfHcdKgDY+wgUJbHbyBMREQnsJ8NhT56IiCgmmcqAaSdOnrPQERERUTxiT56IiOKWaXO4PtGT4bCRJyKiuGV/FrrEbuQT+9MRERFdxNiTJyKiuBWEgaCNhDZ2to0H8dnIO5zaYrsxplaIMaSpcsywFKcuxn/3k0fgnzvQxwzbjS8HIJ4L5ffbKrfyHg4hLtns6NDXQYrlF2KOAQBC7gYh3YAY/y3uABZyPziE60Uoj0bstZW8CDrBpiZtuXgcYa2etghx8FJuCQDiNW8k6X+6xc8o/XYA4u+H7nfWVPbyRkSCw/V6if3piIiILmLx2ZMnIiICEIS9IXf9OF78YyNPRERxi8P1emzkiYgobnGCGr3E/nRERERRtn//fsydOxd5eXkwDAMvv/xyqKyrqwsPPvggxo8fj/T0dOTl5eF73/se/v73v4ftw+/3Y+XKlRgxYgTS09Mxb948HD9+PGydpqYmLFq0CB6PBx6PB4sWLcLp06cjqisbeSIiilvqi/nkB7qoAdzPb2trwzXXXINNmzb1Kmtvb8c777yDn/70p3jnnXfw0ksv4c9//jPmzZsXtl5RURF2796N8vJyHDhwAK2trZgzZw6C50T7LFy4EHV1daioqEBFRQXq6uqwaNGiiOrK4XoiIopbF2K4vrCwEIWFhX2WeTweVFZWhr1WVlaGr33ta/j0008xatQo+Hw+bN26Fc8//zxmzJgBANi5cyfy8/Oxd+9ezJ49Gx9++CEqKipw8OBBTJo0CQDw7LPPYvLkyfjoo49wxRVXWKprzDbyjtQUOIy+48iluGbDsDCXuxDXLJLiwwMWYtAtxD7rGE59HaR5r6MRJy/VQZqb29J5EI6T2amPtTeS9fkIxONoIecBWlr05ULMcVAYgnMOHSpWQco5EBTKpRh2Mb5b+E4AFuK7pRwXwntIcfRWWMrdoNvebn4LyNcshN9AkXA9WqI7F8oE7P28nXfNzc1h/3e73XC79Tk4rPL5fDAMA0O/+B7X1taiq6sLs2bNCq2Tl5eHgoICVFdXY/bs2XjzzTfh8XhCDTwAXH/99fB4PKiurrbcyHO4noiI4tbZqWbtLACQn58fuvft8XhQWloalfp1dnbioYcewsKFC5GZmQkAaGhoQHJyMob1SN6Uk5ODhoaG0DrZ2dm99pednR1ax4qY7ckTERFJgjZnoTu7bX19fagRBhCVXnxXVxe+853vwDRN/PrXvxbXV0rBOGekx+hj1KfnOhL25ImI6KKXmZkZttht5Lu6urBgwQIcPXoUlZWVYX9AeL1eBAIBNPW4vdTY2IicnJzQOp999lmv/X7++eehdaxgI09ERHErWsP10XS2gf/444+xd+9eDB8+PKx8woQJSEpKCntA78SJE3j//fcxZcoUAMDkyZPh8/nw9ttvh9Z566234PP5QutYweF6IiKKWyYcMG30VweybWtrK/7yl7+E/n/06FHU1dUhKysLeXl5+Nd//Ve88847+O///m8Eg8HQPfSsrCwkJyfD4/FgyZIlWL16NYYPH46srCysWbMG48ePDz1tf+WVV+KWW27BPffcg2eeeQYA8KMf/Qhz5syx/NAdwEaeiIgoIocOHcJNN90U+v+qVasAAIsXL0ZxcTFeeeUVAMBXvvKVsO3eeOMNTJs2DQDw1FNPweVyYcGCBejo6MD06dOxfft2OM+J9nnhhRdw3333hZ7CnzdvXp+x+Tps5ImIKG4FlYGgjSH3gWw7bdo0KE0Yoq7srJSUFJSVlaGsrKzfdbKysrBz586I63eumG3kzfYOmEbfcbmOFH3cshmwP5exNNe7PDe3PARkaV5p3famcCGZ+nhdwyWffrt1hBSDboGl+dw1jCHCHObCPOzmaZ/4Ho7UVH0dhId4xPhuC3HR0vdCIh0ns/FzW/sHgGBzq7ZcjNUXvtuOzCFiHcy2Dv17dAvvMUR+D+37SzkVLJC+l46MjEGvgyOl/2vaoQxAmNI+WuzeVx+Me/KxJOKbEbqcvcCZv2CKi4uRl5eH1NRUTJs2DUeOHIlWfYmIiELUF7PQDXRRnKAmnC5nLwCsX78eGzZswKZNm1BTUwOv14uZM2eiJQp/ORIREZF1EQ/X63L2KqWwceNGrFu3DvPnzwcA7NixAzk5Odi1axeWLl1qr7ZERETnCMJAcACTzJy7fSKL6jjF0aNH0dDQEJaP1+12Y+rUqaiuru5zG7/fj+bm5rCFiIjIClPZjZW/0J9gcEW1kT8bC9gzG8+5+Xh7Ki0tDcsXnJ+fH80qERERXbQG5YmDnnl1dbl2165dC5/PF1rq6+sHo0pERJSA7Dx0d3ZJZFENofN6vQDO9Ohzc3NDr5+bj7enaE7nR0REFxcTBkwb99XtbBsPotrIjxkzBl6vF5WVlbj22msBAIFAAFVVVXjiiSci25lh9DvvsphowLQ51zLkea+luGcrcahSLL40L7VDnKs9CsdBiKUX54sX5ge3EgNvCnHsjnT9PsQ4d+GmnPQZAQtz0iv95NrOHlNO9iLlZQBgCs+zSMc6KMTBu3J6T3sZtv3JU9pyK+xeL0ELOQ0k0nuoDinOXsgtoZuH/QvSfPLOYUO15d0NvSc2iTaz099/mbKfq4SiI+JGXpezd9SoUSgqKkJJSQnGjh2LsWPHoqSkBGlpaVi4cGFUK05ERHQhMt7Fk4gbeV3O3u3bt+OBBx5AR0cHli1bhqamJkyaNAl79uxBhpCBiYiIKFJ276vznnwPUs5ewzBQXFyM4uJiO/UiIiIim2I2dz0REZHEhM3c9XzwjoiIKDYpm0/XKzbyREREsYmz0Okl9hMHREREFzH25ImIKG7x6Xq92G3klQLQ91P8yt9/EgarpEQ0Znu7ttxh6pObiAkxLHCkp2vLpcQhEhW0kCxHSDwkJQ5xZmbaroOU9Mdw6r+kUuIiSMlugvpzDcjn23Cn6Ldv1ydYsZSQR7impX04peutpVW//9RUbbkV4sBplz7JiivXK75H8OQ/rFeoL0LiI+kzKAszopht+t8fKUmVRPptAeTfQG3SMWU/EZdVHK7XS+w/YYiIiC5isduTJyIiEjB3vR4beSIiilscrtfjcD0REVGCYk+eiIjiFnvyemzkiYgobrGR1+NwPRERUYKKy568FHsdbG4W92Ek6T+66gpoy83OTmH/+phlAFDd+phfMU7VsPkXqBADD8ifQwX0x8lIEWLUA3I8rZGuj8VHl5CTwKE/TmLMcZJ8nA2HECPu0sdWI0OIW7YQ2+3IGqpfIaC/3rRxzwAcQz3a8uDJU/r9A3AMEWLxW/W5H6Rz1X2iQayDc9gwfR1aWvR1SBa+E1IFuuU8H+Jv3OnT4j50zA797xdg4XNGIV9JNLAnrxeXjTwRERFw5o8qexPUJDY28kREFLfYk9fjPXkiIqIExZ48ERHFLfbk9djIExFR3GIjr8fheiIiogTFnjwREcUt9uT1YraRN5KSYRh9z38dFOJYrcyVLMWIi/HhQhy9VH5eCHH00YjlN5z6OHizTT9PuhWqWT+PuXNkrn57Ya526TipoRn67QEY7fq4Y1OKg5f27xbyDQAwHMLAnJCzQAlzmCuHcC0IcdUAoCzEZ2tJn9FC7ggxDl441qpbn5fBkabP6xC0EF9uCus4hgzRby99RiFPCCDnwIgVShlQNhpqO9vGAw7XExERJaiY7ckTERFJOJ+8Hht5IiKKW7wnr8fheiIiogTFRp6IiOLW2Qfv7CyR2r9/P+bOnYu8vDwYhoGXX365R50UiouLkZeXh9TUVEybNg1HjhwJW8fv92PlypUYMWIE0tPTMW/ePBw/fjxsnaamJixatAgejwcejweLFi3C6QgnJ2IjT0REcevscL2dJVJtbW245pprsGnTpj7L169fjw0bNmDTpk2oqamB1+vFzJkz0XJO1ENRURF2796N8vJyHDhwAK2trZgzZw6CwX/OBrlw4ULU1dWhoqICFRUVqKurw6JFiyKqK+/JExFR3LoQIXSFhYUoLCzsZ38KGzduxLp16zB//nwAwI4dO5CTk4Ndu3Zh6dKl8Pl82Lp1K55//nnMmDEDALBz507k5+dj7969mD17Nj788ENUVFTg4MGDmDRpEgDg2WefxeTJk/HRRx/hiiuusFTXmG3kVVcAyugnll2IhTXb9HNSA4AjQx/77BDmrQ4KcfDiHOWQ42mlWFnDKcxRLsUMW5hPXpqLHUIdHKnCPOvS/gHAFOopfc4s/TzoSti/mSbHf5tZ+jh412l9rL70HobwGQBACTHkRodwPYnvILAQoy5dcWJsdlCY8174TgGA2a7PByB9CtWlj5OXYtThEL63kOdqd1jIm2Bn/xej5ubmsP+73W64B3Ccjx49ioaGBsyaNStsX1OnTkV1dTWWLl2K2tpadHV1ha2Tl5eHgoICVFdXY/bs2XjzzTfh8XhCDTwAXH/99fB4PKiurrbcyEc8XC/di7j77rthGEbYcv3110f6NkRERCJlc6j+bE8+Pz8/dO/b4/GgtLR0QPVpaGgAAOTk5IS9npOTEypraGhAcnIyhg0bpl0nOzu71/6zs7ND61gRcU/+7L2I73//+7jjjjv6XOeWW27Btm3bQv9PtpAJi4iIKFIK1gYlddsDQH19PTIzM0OvD6QXfy6jx8iWUqrXa73q0mOdvta3sp9zRdzI6+5FnOV2u+H1eiPdNRER0QWRmZkZ1sgP1Nm2r6GhAbm5/0y53djYGOrde71eBAIBNDU1hfXmGxsbMWXKlNA6n332Wa/9f/75571GCXQG5en6ffv2ITs7G5dffjnuueceNDY29ruu3+9Hc3Nz2EJERGTF2Yx3dpZoGjNmDLxeLyorK0OvBQIBVFVVhRrwCRMmICkpKWydEydO4P333w+tM3nyZPh8Prz99tuhdd566y34fL7QOlZE/cG7wsJCfPvb38bo0aNx9OhR/PSnP8XNN9+M2traPoc/SktL8fOf/zza1SAioovAhXi6vrW1FX/5y19C/z969Cjq6uqQlZWFUaNGoaioCCUlJRg7dizGjh2LkpISpKWlYeHChQAAj8eDJUuWYPXq1Rg+fDiysrKwZs0ajB8/PvS0/ZVXXolbbrkF99xzD5555hkAwI9+9CPMmTPH8kN3wCA08nfeeWfo3wUFBZg4cSJGjx6NV199NRROcK61a9di1apVof83NzcjPz8/2tUiIiKKikOHDuGmm24K/f9sG7Z48WJs374dDzzwADo6OrBs2TI0NTVh0qRJ2LNnDzLOiep66qmn4HK5sGDBAnR0dGD69OnYvn07nOdELL3wwgu47777Qk/hz5s3r9/Y/P4Meghdbm4uRo8ejY8//rjP8oGGKRAREZnKgHGec9dPmzYNSvO0n2EYKC4uRnFxcb/rpKSkoKysDGVlZf2uk5WVhZ07d0Zcv3MNeiN/6tQp1NfXhz2AQEREFA1K2Xy63sa28SDiRl53LyIrKwvFxcW44447kJubi08++QQPP/wwRowYgdtvvz16tZbOioVkE2LCCokUwmDIzzQGW/VJexzpQrKcNn1SD+cQfYIWK8wOfRIXKfmIErZHUpJYB0emPnGRRCXprwej29TvwEK4SleG/nNI5UG3/j1SPpevJ0eHPkmLQ0jiIiZXEhhZQ8V1VONJbbljyBB7dXDKx8kpJMISEzS16RPyIEk/Mmn0l+TrHMrUv0eQDyiTRRE38rp7EZs3b8bhw4fx3HPP4fTp08jNzcVNN92EF198MexeBBERUTRciAfv4knEjbx0L+K1116zVSEiIiKr2MjrxWzueiIiIsmFePAunnCqWSIiogTFnjwREcUtPl2vx0aeiIji1plG3s49+ShWJgZxuJ6IiChBxWxP3pHihsPoe4pas7NTv7ES4p5hIb47ENBv32Me4J7MpiaxDhBiYcU6pKbod9+hP04qKMT7AnB69LMySfkGnJeM0NdB+IwAAIf+b9HAv+jPhRHUXw8dXv1xtNJJ6Bymr6NDH6IOV6e+OxEYKk/XnJQk/M3u1H8Qh9SlSdL/XKi/fqrfHoAhXE+qXZ9XQbpejAw5zj548pS4jo5TmKlMyn9hJR+B4RKOdbeQ8yBJf72oLgvfO4HuPQxlAF2238ISPl2vF7ONPBERkUThn3PCD3T7RMbheiIiogTFnjwREcUtDtfrsZEnIqL4xfF6LQ7XExERJSj25ImIKH7ZHK63FD4Tx9jIExFR3GLGO72YbeTNTj9Mo5/4Zmm+eCH+HLAwT3pqqn770z5tuZEsxzXbjYWV4twdQkxy8B9yLL+S5iAXPqfqEoJlh3nkOgjx2dJ88IFh+joGk/R/yXcMl+9qKemS1E8nDyXEsGceE6sACB0SZ7sQrC/tvk3/nTGGDRX3oYTvnVRuCN9LCN8ZAHB5c/R1EGL1xbncpd8nC3k8JNJvh+EUrlmHfs57AFB+v75c8/ujlPwbHC188E6P9+SJiIgSVMz25ImIiETKsHdfPcF78mzkiYgobvGevB6H64mIiBIUe/JERBS/mAxHi408ERHFLT5dr8fheiIiogQVuz15hxMw+ok3leJMpThVC/sw29vlfeh2321hMmXhiQ8pFhbCvNTBpijE8gtz1htJQgC4lAtAmCseANCtj7k1U/THoTNLX+7P1Neh8xJt8Zl9jBByFgT0vQVnp768xZSPk7tJv4+kZuF6GpquLXZ+rr+epHNthSMjQ1suxm6bcgy62aqfT17KPwFDOJdSfoomOT+FSKiDON+8lXNlJx/JeYyTP/N+5/ft4knsNvJEREQCDtfrcbieiIgoQbEnT0RE8YtP12uxkSciojhmQJy4Qdw+cbGRJyKi+MWevBbvyRMRESUo9uSJiCh+sSevFbuNvBkEjIENNBjJ8seyFCeqI8TSmkI8LwA40tK05Ua6Pm5ZCbH80lzwUjkAMRbf9Onn1nZIc4wLc8UDgHLpr4NApjC3thA63T1EX97plY9T0rBObbkZ1B/HQLOQbwBy7ofUz4UVhLwMQbf+PRwufbkRlGPUlbBOf6kxQnXIlOLoA2IdpOPgkL53LS3a8qDwnTDcFuZyF76bhsNenLyYCwByHg3lP8+x8P3hLHRaEbWipaWluO6665CRkYHs7Gx861vfwkcffRS2jlIKxcXFyMvLQ2pqKqZNm4YjR45EtdJEREQki6iRr6qqwvLly3Hw4EFUVlaiu7sbs2bNQltbW2id9evXY8OGDdi0aRNqamrg9Xoxc+ZMtAh//RIREUXq7FSzdpZEFtGYdUVFRdj/t23bhuzsbNTW1uLGG2+EUgobN27EunXrMH/+fADAjh07kJOTg127dmHp0qXRqzkRERHvyWvZerre5zuTyzorKwsAcPToUTQ0NGDWrFmhddxuN6ZOnYrq6uo+9+H3+9Hc3By2EBERkX0DbuSVUli1ahVuuOEGFBQUAAAaGhoAADk5OWHr5uTkhMp6Ki0thcfjCS35+fkDrRIREV1szj54Z2eJQHd3N/7jP/4DY8aMQWpqKi677DI8+uijMM+ZHMnKs2l+vx8rV67EiBEjkJ6ejnnz5uH48eNROSTnGnAjv2LFCrz33nv47W9/26vM6DFDklKq12tnrV27Fj6fL7TU19cPtEpERHSRMZT9JRJPPPEEfvOb32DTpk348MMPsX79evznf/4nysrKQutYeTatqKgIu3fvRnl5OQ4cOIDW1lbMmTMHQQuRD5EYUBzZypUr8corr2D//v0YOXJk6HWv1wvgTI8+Nzc39HpjY2Ov3v1ZbrcbbgshJURERBfam2++idtuuw233norAODSSy/Fb3/7Wxw6dAgALD2b5vP5sHXrVjz//POYMWMGAGDnzp3Iz8/H3r17MXv27KjVN6KevFIKK1aswEsvvYTXX38dY8aMCSsfM2YMvF4vKisrQ68FAgFUVVVhypQp0akxERHRWSoKC9Dr2TB/P7lObrjhBvzP//wP/vznPwMA/vd//xcHDhzAN7/5TQDWnk2rra1FV1dX2Dp5eXkoKCjo9/m1gYqoJ798+XLs2rULv//975GRkRG6z+7xeJCamgrDMFBUVISSkhKMHTsWY8eORUlJCdLS0rBw4cKIKma4XDCMfqonJGhRFhLRSOs4hw3TlgebmrTlUkINQE5YASHZjXlO6GJfjCR9MgvDQiIaKemPI0t/nFSqfpTGTNPXEQBMIRmOq0OfYKUjS3+9dKcIFbBwyy4jXZ8MJzVJf65PJumvl0BQnzgJADqFz5ncqj8XQ/4qhLk69OdBShIDAEaK/mCbwoO3Skq+NETIbATASNYnHlLC90pJyXSk/UvfewDOIfLvh46UjMtKIizpN1L3+2IoA+gS3yI6opQMp+fzYI888giKi4t7rf7ggw/C5/Phy1/+MpxOJ4LBIB577DF897vfBaB/Nu3YsWOhdZKTkzGsRzuje35toCJq5Ddv3gwAmDZtWtjr27Ztw9133w0AeOCBB9DR0YFly5ahqakJkyZNwp49e5CRoc9URUREFLEohdDV19cjMzMz9HJ/t5FffPFF7Ny5E7t27cK4ceNQV1eHoqIi5OXlYfHixaH1Ink2LZJ1IhVRIy/9BQuc+WDFxcV9/gVEREQUizIzM8Ma+f785Cc/wUMPPYTvfOc7AIDx48fj2LFjKC0txeLFiy09m+b1ehEIBNDU1BTWm29sbIz6rW3OQkdERPErSvfkrWpvb4ejx60rp9MZCqGz8mzahAkTkJSUFLbOiRMn8P7770e9kY/dCWqIiIgk5znj3dy5c/HYY49h1KhRGDduHN59911s2LABP/jBDwDA0rNpHo8HS5YswerVqzF8+HBkZWVhzZo1GD9+fOhp+2hhI09ERGRRWVkZfvrTn2LZsmVobGxEXl4eli5dip/97Gehdaw8m/bUU0/B5XJhwYIF6OjowPTp07F9+3Y4hQfLI8VGnoiI4td5nmo2IyMDGzduxMaNG/tdx8qzaSkpKSgrKwtLojMY2MgTEVHcGkjWup7bJ7KYbeSVqaD6O/rdchy8yGE/1l5HimEHzuQC0JLKBapbH6hqOOXnLqW4Zggxv0a3/jMYHXIwrSugX6crUx+rn9Su/xYbpvCXvEP+FUgR4uClPbhc+lj/gL4YAODsFOK3u/TlZrL+O+E8oY+DNzzyk8mqVf+9cEjZL9PkfAESQ4hBD9br84cbUh2FfAIOC59BiqU3OzqEHdhvuZzDs7TlwSaf5u2jm5qVBi5mG3kiIiIRp5rVYggdERFRgmIjT0RElKA4XE9ERHHLgM0H76JWk9jERp6IiOLXeQ6hizds5ImIKH7xwTst3pMnIiJKUDHbk3cOSYPT6Hu+YlOYZ91hIV5XF+MJAEqYR12KlbU0p70pxG9L8bZCDLtjqEf//p36OdABQDULc4Sn6utgmBYCvKU6pOmPtXQ/LqlNX4ekFv1xDrTIaSY/b9JPpWwIsfaBZv1nTDkl18ElxMkntehjrx2dQs6CEfp8BPiH/jsFAJCu+Qx5Pngd1S7Ej0OO1XeOGK4tN31CvoCMVG158NQ/tOUAxDh33VzugPz75UgRYv0BqDb97yxMzXuczzh59uS1YraRJyIikjDjnR6H64mIiBIUe/JERBS/OFyvxUaeiIjiFxt5LQ7XExERJSj25ImIKG7xwTs9NvJERBS/mPFOK2YbedMfgNnPn1hSfLkpxMECgJEkfHThPVRXQL9/C3PBS7GsoqQkbXF340ltuSvnEvEtlDBvtSHEyat0fcywo0U+V6ZHP/+3s10f/x1062OKU0/q4+iVU76r1dGlnyNcCbtwCykLkk+LVUDqKf31pJz6HzOVpI/FN6TcDxaueSNTf82qTuE9hDoYQu4IAGI9g5/rvzcOjz4nghRHD0O+nhxD9NeT2dqq34EQZy/OR29hH470/r+XDhUA5K82nQcx28gTERGJ+OCdFht5IiKKW7wnr8dGnoiI4hd78loMoSMiIkpQ7MkTEVH8sjlcn+g9eTbyREQUvzhcr8XheiIiogTFnjwREcUv9uS1ImrkS0tL8dJLL+H//u//kJqaiilTpuCJJ57AFVdcEVrn7rvvxo4dO8K2mzRpEg4ePBhRxZTfD2X0naTEcLu12xqGnMHIDHRpy52eTG15sEmfDAdOfWIRAHCk6hPFmC36pBrScXDl5+kr0C0n4zGGeoQV9MfaaG3XlispKREAI6j/FrpO6zPJdKfr38MZ0H+GtM/0yXIAwNGtHxRzn9Z/hqD+VCKpVa6Dq11/PpM/E7KTSON6Lv01rQLCdwIAhEQy4ndXSL5kiUP/QR3SNd+hv94MIXmSI2uofv8AlK9Z/x4ufVIhOKKQxU1I1mW29X89mUr/+xpNDKHTi2i4vqqqCsuXL8fBgwdRWVmJ7u5uzJo1C209TvYtt9yCEydOhJY//OEPUa00ERERySLqyVdUVIT9f9u2bcjOzkZtbS1uvPHG0Otutxterzc6NSQiIqIBsfXgnc/nAwBkZWWFvb5v3z5kZ2fj8ssvxz333IPGxsZ+9+H3+9Hc3By2EBERWaKisCSwATfySimsWrUKN9xwAwoKCkKvFxYW4oUXXsDrr7+OJ598EjU1Nbj55pvh72diidLSUng8ntCSn58/0CoRERHROQb8dP2KFSvw3nvv4cCBA2Gv33nnnaF/FxQUYOLEiRg9ejReffVVzJ8/v9d+1q5di1WrVoX+39zczIaeiIgs4YN3egNq5FeuXIlXXnkF+/fvx8iRI7Xr5ubmYvTo0fj444/7LHe73XALT4kTERH1K8EbajsiauSVUli5ciV2796Nffv2YcyYMeI2p06dQn19PXJzcwdcSSIioj4xTl4rokZ++fLl2LVrF37/+98jIyMDDQ0NAACPx4PU1FS0traiuLgYd9xxB3Jzc/HJJ5/g4YcfxogRI3D77bdHrdKqq1tfbsrx3+J7dHToVxDieVU/zyBEso5zeJa2HKb+6lSd+v0bKfIIijrt0+9jyBD9DqS4Zws5DQxfq748WR8z7D6pj+92tSdry/1ZQkwygJTT+mvO6BbOlUt/HBx+OU4+qVmIUxeewJHyEUh5FYz0NP32AEzhXBnCd9vK9SJRLUK+AKU/1lI+AGNIun7/Qpw9ADmWP1l/zapu/XE02/X5KwDAkaY/n9J7UGyIqJHfvHkzAGDatGlhr2/btg133303nE4nDh8+jOeeew6nT59Gbm4ubrrpJrz44ovIyNAnwSAiIooU78nrRTxcr5OamorXXnvNVoWIiIgs43C9FieoISIiSlCcoIaIiOIWh+v12JMnIqL4dQEy3v3tb3/Dv/3bv2H48OFIS0vDV77yFdTW1v6zSkqhuLgYeXl5SE1NxbRp03DkyJGwffj9fqxcuRIjRoxAeno65s2bh+PHj0deGQEbeSIiIouamprw9a9/HUlJSfjjH/+IDz74AE8++SSGDh0aWmf9+vXYsGEDNm3ahJqaGni9XsycORMt58wsWlRUhN27d6O8vBwHDhxAa2sr5syZg6Aw+1+kOFxPRETxK0oP3vWcN6W/RG1PPPEE8vPzsW3bttBrl1566T93pxQ2btyIdevWhbK87tixAzk5Odi1axeWLl0Kn8+HrVu34vnnn8eMGTMAADt37kR+fj727t2L2bNn2/hA4WK2kTdcLhhG39UzhBhRSzGgKfp5qc1OC7Gsuv1bCBk0W/Xx38FT/9CWO4cN05arViEe2Eq8rjR/tzAfvErVx+IbLfK56s7T5wtw/V1/nJQwv7fLp8+J4Gy3ME+6ENcsCbr1sfxJTULeBgCQYsyF6BhpvngIx9FMkud6Vyn66yXoFvIuCOkCHJ0WzlWq/noyOqT8EsJvx8lT+vd3CscZgCnkuHAIh9pwCT/tFvINSPkAYkW07sn3TKf+yCOPoLi4uNf6r7zyCmbPno1vf/vbqKqqwr/8y79g2bJluOeeewAAR48eRUNDA2bNmhXaxu12Y+rUqaiursbSpUtRW1uLrq6usHXy8vJQUFCA6urqi6ORJyIiOl/q6+uRmZkZ+n9/6db/+te/YvPmzVi1ahUefvhhvP3227jvvvvgdrvxve99L5QkLicnJ2y7nJwcHDt2DADQ0NCA5ORkDOvRUcvJyQltHy1s5ImIKH5Fabg+MzMzrJHvj2mamDhxIkpKSgAA1157LY4cOYLNmzfje9/7Xmg9o8doiVKq12u9qmJhnUjxwTsiIopf5/np+tzcXFx11VVhr1155ZX49NNPAQBerxcAevXIGxsbQ717r9eLQCCApqamfteJFjbyREQUt87ek7ezROLrX/86Pvroo7DX/vznP2P06NEAgDFjxsDr9aKysjJUHggEUFVVhSlTpgAAJkyYgKSkpLB1Tpw4gffffz+0TrRwuJ6IiMiif//3f8eUKVNQUlKCBQsW4O2338aWLVuwZcsWAGeG6YuKilBSUoKxY8di7NixKCkpQVpaGhYuXAjgzKRuS5YswerVqzF8+HBkZWVhzZo1GD9+fOhp+2hhI09ERPHrPOeuv+6667B7926sXbsWjz76KMaMGYONGzfirrvuCq3zwAMPoKOjA8uWLUNTUxMmTZqEPXv2hE3U9tRTT8HlcmHBggXo6OjA9OnTsX37djgtRF9Ego08ERHFrQuR1nbOnDmYM2dO//s0DBQXF/cZgndWSkoKysrKUFZWFnkFIhCzjbwKBqGMfh4ZkOKBrexfiBl2Ck9ZBnskTui1fyHOFQCcHv17KDHuWR80bEgx7lbmgxbmrIc0Z70wB7mVWFxHZ5d+BWGOcudpfSy+krY/qT/XABAcoT+Xjlb9cXIK51rKNwAAZrr+fDva9XUw04T8E8lCjHuq/HOSfEp/LgLD9XOYuz/T55Yw0+XjJOULcJhCML5PuB6Enphhpadm2vveiLlCrMTJC999Xa4Rh3IA9lKNUJTEbCNPREQk4lSzWmzkiYgofrGR12IIHRERUYJiT56IiOKW8cViZ/tExkaeiIjiF4frtThcT0RElKDYkyciorh1IeLk40nsNvKG48zSB9WljxE1kvTxvgDE+G8pDl4i1fFMHYQ4diGeVwWE+HEh9toQ5oIHIMfSC3OMS/PNI0U+V0a3Pm5ZCe9hSMehTT9Xu8pM15afeQ8hrtnKsdZt77I/6NaVnaEtd/j1x6k7Q59PwIrmy/X5BJJa9ee6/VL99s5OIcYdgLNTf66knAZGaqr+DRz6OHglxbADcA71aMuDp33acuk3UHULvx2AGKtvao6jqSzsP1o4XK8Vu408ERGRFQneUNvBe/JEREQJij15IiKKW7wnr8dGnoiI4hfvyWtxuJ6IiChBsSdPRERxi8P1emzkiYgofnG4XovD9URERAkqop785s2bsXnzZnzyyScAgHHjxuFnP/sZCgsLAQBKKfz85z/Hli1b0NTUhEmTJuFXv/oVxo0bF3HFnEPS4DT6TuggJaqxkojGcLsjrlMk2yu/PqEGAKiAkNQnPU2/fUen8AbCn6hCQiAAgENILuIUEn80t+i3H6pPbgIA6tjftOWO7BH67VOFc+3WJ3kx/FYSh0jHWn8czaH6hDtGQEhKBMBM1X+dAx7hc5r67bvT9H0CZWGmj+5U/T4c+vwrMPWXG5Ka5eMknStDSjKVrD+Oyick0nJY6FsJyWwcKfpEWman8NtghZDUR0qWc75wuF4vop78yJEj8fjjj+PQoUM4dOgQbr75Ztx22204cuQIAGD9+vXYsGEDNm3ahJqaGni9XsycORMtLcIPPRER0UCoKCwJLKJGfu7cufjmN7+Jyy+/HJdffjkee+wxDBkyBAcPHoRSChs3bsS6deswf/58FBQUYMeOHWhvb8euXbsGq/5ERETUjwHfkw8GgygvL0dbWxsmT56Mo0ePoqGhAbNmzQqt43a7MXXqVFRXV/e7H7/fj+bm5rCFiIjIEvbktSJu5A8fPowhQ4bA7Xbj3nvvxe7du3HVVVehoaEBAJCTkxO2fk5OTqisL6WlpfB4PKElPz8/0ioREdFF6uw9eTtLIou4kb/iiitQV1eHgwcP4sc//jEWL16MDz74IFRuGOFP3yiler12rrVr18Ln84WW+vr6SKtEREQXK/bktSKOk09OTsaXvvQlAMDEiRNRU1ODp59+Gg8++CAAoKGhAbm5uaH1Gxsbe/Xuz+V2u+G2+aQ7ERER9WY7Tl4pBb/fjzFjxsDr9aKysjJUFggEUFVVhSlTpth9GyIiol4MpWwviSyinvzDDz+MwsJC5Ofno6WlBeXl5di3bx8qKipgGAaKiopQUlKCsWPHYuzYsSgpKUFaWhoWLlwYccVUIGAp7rYvhhBjCgCqSx9PK+4jaD9GVIpllf4CM1KEERAhht1ITRXeAVB+IeeAS4iTPy18RgujOEbOJdpyM0P/OYwOIR+BEBctxtkDgHA9iXHwQiy+Spa/qsopxKB363/MOocJcdEC0yV/YYVQfPgz9J8huU3I22DhB9vZrr8ezHT99eRoadNXoaNDW24lR4fZ1KR/j24L+QC0lZDPleHQr6OEU3HeMOOdVkSN/GeffYZFixbhxIkT8Hg8uPrqq1FRUYGZM2cCAB544AF0dHRg2bJloWQ4e/bsQUZGxqBUnoiIiPoXUSO/detWbblhGCguLkZxcbGdOhEREVnCjHd6nKCGiIjiF4frtThBDRERUYJiT56IiOIWh+v12MgTEVH84nC9Fht5IiKKW+zJ68VsI2/6AzAHePStzCdvdz5m51CPfvtWfSwtYGFOeiF+2xTmrXZmDdOWBxs+05YDgCNNmNNeCpa1Mne2RDgORqf+MjaEWH/To49hh5V4YCGOvXuIPu9C0kkhzj5ZjmHvThfqIMzl7gzov28BIYbdsHCcpPdIbtXvxNmp397KcZJixB1t7frtpfnmpbdPtpDHQ4iDN4QcGFIeEOcQ4ZoHEBQmC9P9fhnKAfjFt6DzIGYbeSIiIhGH67XYyBMRUVxL9CF3OxhCR0RElKDYkyciovillKU5C7TbJzD25ImIKG6dfbrezmJHaWlpaIK2s5RSKC4uRl5eHlJTUzFt2jQcOXIkbDu/34+VK1dixIgRSE9Px7x583D8+HF7lekDG3kiIqIBqKmpwZYtW3D11VeHvb5+/Xps2LABmzZtQk1NDbxeL2bOnImWlpbQOkVFRdi9ezfKy8tx4MABtLa2Ys6cOQhGYYbTc7GRJyKi+KWisAxAa2sr7rrrLjz77LMYNuyf4cpKKWzcuBHr1q3D/PnzUVBQgB07dqC9vR27du0CAPh8PmzduhVPPvkkZsyYgWuvvRY7d+7E4cOHsXfv3oFVqB8xe0/ecDphGP3Egkoxon45QFMF7U2GLMWwKyt/jQmxsJb2oRFs8mnLnZlDxH1I8bZoFeZqF+a8tzIvtpGqz2mAU/q5t+ES4uiD+lwAluKihft6LiFfQDBDmGPcwg9RUrP+XCinPj5bmg/eJcSoKwtdBleHcJxa9dd88mn9d9sIWLiegsLBlO7R2sz9EBTmigcAI0l/rqzkAtHW4Zwe5YCZmuN0Hu9zG6a1HA267QGguUdeALfbDbcmF8Dy5ctx6623YsaMGfjFL34Rev3o0aNoaGjArFmzwvY1depUVFdXY+nSpaitrUVXV1fYOnl5eSgoKEB1dTVmz5498A/UA3vyRER00cvPz4fH4wktpaWl/a5bXl6Od955p891GhoaAAA5OTlhr+fk5ITKGhoakJycHDYC0HOdaInZnjwREZEoSslw6uvrkZmZGXq5v158fX097r//fuzZswcpmsypRo/MikqpXq/1qoqFdSLFnjwREcWtaD1dn5mZGbb018jX1taisbEREyZMgMvlgsvlQlVVFX75y1/C5XKFevA9e+SNjY2hMq/Xi0AggKYet27OXSda2MgTEVH8Ohsnb2eJwPTp03H48GHU1dWFlokTJ+Kuu+5CXV0dLrvsMni9XlRWVoa2CQQCqKqqwpQpUwAAEyZMQFJSUtg6J06cwPvvvx9aJ1o4XE9ERGRRRkYGCgoKwl5LT0/H8OHDQ68XFRWhpKQEY8eOxdixY1FSUoK0tDQsXLgQAODxeLBkyRKsXr0aw4cPR1ZWFtasWYPx48djxowZUa0vG3kiIopbsTjV7AMPPICOjg4sW7YMTU1NmDRpEvbs2YOMjIzQOk899RRcLhcWLFiAjo4OTJ8+Hdu3b4dTiB6LFBt5IiKKXzEwC92+ffvC/m8YBoqLi1FcXNzvNikpKSgrK0NZWZn9CmjwnjwREVGCitmevOruhuovlEBIEuNIE5KbwEKSF4HZ3q4tNzRJFEKEz2E4hFAKIbmJ9BktJQQS6ijtwzD0f0caFhKLKJ8+cYcxNFNbDulc+4WEPrqkHxYZpv44OduFOnTKCXm6s9K15a52IbmS8DFdHcK5snCcpKQlSc1Csptu/Q4crZ1iHaTzHTx5Sr+98DmtJHiyy6EJ3bJUB+F7CcgJd3TlSllIIBUlsThcH0titpEnIiIScRY6LQ7XExERJSj25ImIKG5xuF6PjTwREcWvGHi6PpZxuJ6IiChBsSdPRERxi8P1emzkiYgofpnKUvimdvsEFlEjv3nzZmzevBmffPIJAGDcuHH42c9+hsLCQgDA3XffjR07doRtM2nSJBw8eDDymjmcgNF3ej9DSPsnxbBbIkz3J9XBUhy+KcQtC3VwJOvj5KUpC802+Tg5h2fp93HqH9pyMV7XQliztA+jUx9brYQYdXR06MuTkvTlFhhO4c6YkC9AueWvqiHkLHC16K83M1l/Tbt8+uNspsh1dAhx7maSvg5Jxz/Xv4GFc6Xa9efbIeS4UAEhp0GyPl+B2damLQfkGHU4hDqeh1j9mMF78loRNfIjR47E448/ji996UsAgB07duC2227Du+++i3HjxgEAbrnlFmzbti20TbLQEBEREdHgiKiRnzt3btj/H3vsMWzevBkHDx4MNfJutxterzd6NSQiIuqHAZv35KNWk9g04Kfrg8EgysvL0dbWhsmTJ4de37dvH7Kzs3H55ZfjnnvuQWNjo3Y/fr8fzc3NYQsREZEl53k++XgTcSN/+PBhDBkyBG63G/feey92796Nq666CgBQWFiIF154Aa+//jqefPJJ1NTU4Oabb4bf3/+9vNLSUng8ntCSn58/8E9DREREIRE/XX/FFVegrq4Op0+fxu9+9zssXrwYVVVVuOqqq3DnnXeG1isoKMDEiRMxevRovPrqq5g/f36f+1u7di1WrVoV+n9zczMbeiIisoQhdHoRN/LJycmhB+8mTpyImpoaPP3003jmmWd6rZubm4vRo0fj448/7nd/brcbbiszthEREfXEp+u1bGe8U0r1Oxx/6tQp1NfXIzc31+7bEBERUYQi6sk//PDDKCwsRH5+PlpaWlBeXo59+/ahoqICra2tKC4uxh133IHc3Fx88sknePjhhzFixAjcfvvtkdfMDPY757GRIsSISjGmkOdjlt4j2Nyq316aCx6Akayvg9kpBJFLcfDS9haYwoOQ4ucUYtSV5nmNsxwe/XzxZqs+7ljavrtRH3vt8uZoywFASTkHpFh/6XrskuO/pbnWEdDP8S1d8452/fXk8MvhskaL/jg5xXnQ9debknIeADBbWvRvIcXJC3VUUfjeGS7hp1lI4OJI18fqK+FaAKz9jsYCQykYNh6es7NtPIiokf/ss8+waNEinDhxAh6PB1dffTUqKiowc+ZMdHR04PDhw3juuedw+vRp5Obm4qabbsKLL76IjIyMwao/ERFdzMwvFjvbJ7CIGvmtW7f2W5aamorXXnvNdoWIiIgoOpi7noiI4haH6/XYyBMRUfzi0/VabOSJiCh+2c1al+A9edshdERERBSb2JMnIqK4xYx3enHZyEdjvngxhlwoF+NY+4nxP5cShomMJHvT9EqxspbmtRbi2KV8A9JQmJVzaQrzxTuS9THk3cf/pi13XnKJfvsTDdpyAHBm6mPxJaZPn4/AkZ4m76TJpy9XQqyQMB89hg/T7/6T4/rtAUA4V0qqg5B3AQ4L3zsxFl+/DyXEqEuk7yVg7bupI89H7xT3IX23o5GHIyo4XK/F4XoiIqIEFZc9eSIiIgAwzDOLne0TGRt5IiKKXxyu1+JwPRERUYJiT56IiOIXk+FosZEnIqK4xbS2ehyuJyIiSlDx2ZOXYjzNoLwLKQZUmG9ZBfXvYbgs/P0kxNtKsa5SHRypQgy7hVhZ6VhKx8mZOURfBVOoI+R4XBXUfw4xhl34jFZi4M0OIa9CQH8upbnczZZWsQ7iPOdCzgPnUI++Do0nteVi7ggASsh5YKSm6nfgFGLY2+X55CWDPY+6lbncJdI1GWzW510QcyYAMIXrJWbwwTut+GzkiYiIgDP31O2EwSV2G89GnoiI4hfvyevxnjwREVGCYk+eiIjil4LNe/JRq0lMYk+eiIji19kH7+wsESgtLcV1112HjIwMZGdn41vf+hY++uijHlVSKC4uRl5eHlJTUzFt2jQcOXIkbB2/34+VK1dixIgRSE9Px7x583D8uIVJniLERp6IiMiiqqoqLF++HAcPHkRlZSW6u7sxa9YstJ0zc+D69euxYcMGbNq0CTU1NfB6vZg5cyZaWlpC6xQVFWH37t0oLy/HgQMH0Nraijlz5iAoRE1FisP1REQUv0wAhs3tI1BRURH2/23btiE7Oxu1tbW48cYboZTCxo0bsW7dOsyfPx8AsGPHDuTk5GDXrl1YunQpfD4ftm7diueffx4zZswAAOzcuRP5+fnYu3cvZs+ebeMDhWNPnoiI4tbZp+vtLADQ3Nwctvgt5gnw+XwAgKysLADA0aNH0dDQgFmzZoXWcbvdmDp1KqqrqwEAtbW16OrqClsnLy8PBQUFoXWiJWZ78obLBcPou3pS0g8rpAQrjowM/fbnDLv0xUpCDUd6ur19SEl/hHtNYrIcAOY5Q1B9MRzCn9BCwh8jOVmsgxHU/6ktfY5gq/4zOIRENDDkboJDSPpj+vTJSQxDSALjkP8ed2QIdRC2DzbrE+5IiY0sSUrSFksJe4xk/fZme7tYBSlpj5iQRxhOleoQjWQ7YrIbSRTCxnTH0VAKsP8zfV7l5+eH/f+RRx5BcXGxdhulFFatWoUbbrgBBQUFAICGhgYAQE5OTti6OTk5OHbsWGid5ORkDBs2rNc6Z7ePlpht5ImIiERRynhXX1+PzHMyCbrdwh//AFasWIH33nsPBw4c6FVm9OgcKKV6vda7KvI6keJwPRERxa8oPV2fmZkZtkiN/MqVK/HKK6/gjTfewMiRI0Ove71eAOjVI29sbAz17r1eLwKBAJqamvpdJ1rYyBMREVmklMKKFSvw0ksv4fXXX8eYMWPCyseMGQOv14vKysrQa4FAAFVVVZgyZQoAYMKECUhKSgpb58SJE3j//fdD60QLh+uJiCh+necJapYvX45du3bh97//PTIyMkI9do/Hg9TUVBiGgaKiIpSUlGDs2LEYO3YsSkpKkJaWhoULF4bWXbJkCVavXo3hw4cjKysLa9aswfjx40NP20cLG3kiIopf5zmEbvPmzQCAadOmhb2+bds23H333QCABx54AB0dHVi2bBmampowadIk7NmzBxnnPND91FNPweVyYcGCBejo6MD06dOxfft2OJ0WZgeNABt5IiKKW+d7ghplYX3DMFBcXKx9Oj8lJQVlZWUoKyuL6P0jxXvyRERECSpme/KquxtqgKEEUhwsIMdnq4A+ltUQnryUtgcsxPRKn1/4i1IJ8bxWjhMcwtCRof87UYpRF2P9LQgKccfOEcP1VTjt05ZL5xoAVKc+vtsxRJ8TIdjjKdte2ws5FQAgePKUtlw830o/bmm2deg3txL/LVzT0vfSPC3HwUuUkLtBCTkwxHMhfGfE3BKQc4HYzeNh6TdSWEeXa0Sp8xgkf57vyccbWz350tLS0EMGZ1lJzE9ERBQVprK/JLABN/I1NTXYsmULrr766rDXrSTmJyIiosE3oEa+tbUVd911F5599tmwtHw9E/MXFBRgx44daG9vx65du/rcl9/v75UzmIiIyJLzPNVsvBlQI798+XLceuutveL5rCTm76m0tBQejye09MwfTERE1D+7DTwb+TDl5eV45513UFpa2qtMl5i/v6T7a9euhc/nCy319fWRVomIiIj6ENHT9fX19bj//vuxZ88epKT0P/NXJIn53W63pYkAiIiIeuHT9VoR9eRra2vR2NiICRMmwOVyweVyoaqqCr/85S/hcrlCPXhdYn4iIqKo4dP1WhH15KdPn47Dhw+Hvfb9738fX/7yl/Hggw/isssuCyXmv/baawH8MzH/E088EVHFHCluOIy+Y2alueClOFgAUB36mF9DSC1od87pMzvR/41ld95paW5u1SXHskpzrUux/mI8bpI8iiNNvShdD1L8uEMzKgUAZpsQ6w8LMcXCPhxpadpyKW76TCX0x0l6D7ND+F5FYR50wyXMJ28hv4SO9BkBAKY+H4AK6r/70rl0njNdaV8szQUv5ciQfl+kKU0tXE+WrjmKeRE18hkZGSgoKAh7LT09HcOHDw+9LiXmJyIiihpliomcxO0TWNQz3llJzE9ERBQVvCevZbuR37dvX9j/rSTmJyIiigrTZhhcgt+T5wQ1RERECSpmJ6ghIiIScbhei408ERHFLwWbjXzUahKTOFxPRESUoGK2J292+mEafYc2SPN7SzHugByPK8WIqjZ9fLgUXw4AphCrL5LmepdCQyzM5S7GLduNx7USryvFf0tzawvnSoqztzKXu3TNBYVZGKV8A1ZI3wslxFYbTilvQ8RV6mMfNuPgLZwLiXS+5UoIcfRCvgFLbA4hG8l95xgJ7V7IoQHIuR9iJo6ew/VaMdvIExERiUwTgI1YdyE5UrzjcD0REVGCYk+eiIjiF4frtdjIExFR/GIjr8XheiIiogTFnjwREcUvprXVYiNPRERxSykTysZMcna2jQds5ImIKH4pZa83nuD35GO2kTfcbhhGUt+FQlIP00KiB0damrZcSvRgOPQJWsxOuQ62Ly4hmY2YHMXCcRKPQxTeQ66EcJyE68GR3M919AWzU7+9laQfZlubtlw6To6MIfr9+/TJdAD5WBtCUiHbSWKE/Z9ZR3gMSLimxUQzFhI8SedCup6kpEKqS7gehd8eQE6OJP2+SNe8lV8eMXlSUv8JdwxlAFFInkT2xWwjT0REJFI278mzJ09ERBSjTBPoJwW6JQl+T54hdERERAmKPXkiIopfHK7XYiNPRERxS5kmlI3h+kQPoeNwPRERUYJiT56IiOIXh+u1YraRN1xOGEbf1ZPiN62Q4lAd6en67YW4aEdKilgHpfSH326MuZHcfxyr1f3rYmEt7UOKnY7CF0wFAvpyC3Hu2u2jEesvxVa3d+jLu/SfEbCQsyCoH5Y0XDZ/DqQYeACq22bwtIU4eLEO0TifGuJ56JKvR/F7J+UKEXIeiLkCIB8nXR2Usn+eLDMVYLCR7w+H64mIiBJUzPbkiYiIREoBsBMnn9g9eTbyREQUt5SpoGwM16sEb+Q5XE9ERPFLmfaXAfj1r3+NMWPGICUlBRMmTMCf/vSnKH+w6GAjT0REFIEXX3wRRUVFWLduHd5991184xvfQGFhIT799NMLXbVe2MgTEVHcUqayvURqw4YNWLJkCX74wx/iyiuvxMaNG5Gfn4/NmzcPwie0J+buyZ+9P9Kt+g+1UZqyM+X2QqYAwKH0IUumUAeHshBOJFxb0ueU2P0MwBdTRmrIdRz8EDpD2Ec0rge7pDpKtxStnSvhmhMvOLuZv6xc88LnSID7o7bPgwViiJpQLtYRVs5V/9fL2d/v83G/u1v5bV273V/Midvc3Bz2utvthruPUMNAIIDa2lo89NBDYa/PmjUL1dXVA67HYIm5Rr6l5cy82fvb/9+FrYg+DF5mc2ruqJCnIJfZnRP6fPxmX/g2XCbVMRqfYXDDv8mqeDgP0aijhXa1paUFHo8nCm/WW3JyMrxeLw40/MH2voYMGYL8/Pyw1x555BEUFxf3WvfkyZMIBoPIyckJez0nJwcNDQ226xJtMdfI5+Xlob6+HhkZGTC+SKTS3NyM/Px81NfXIzMz8wLXMH7xOEYHj2N08DhGRyweR6UUWlpakJeXN2jvkZKSgqNHjyIgJMOyQikVam/O6qsXf66e6/e1j1gQc428w+HAyJEj+yzLzMyMmYs4nvE4RgePY3TwOEZHrB3HwerBnyslJQUpFrKLRtOIESPgdDp79dobGxt79e5jAR+8IyIisig5ORkTJkxAZWVl2OuVlZWYMmXKBapV/2KuJ09ERBTLVq1ahUWLFmHixImYPHkytmzZgk8//RT33nvvha5aL3HRyLvdbjzyyCPiPRLS43GMDh7H6OBxjA4ex/PvzjvvxKlTp/Doo4/ixIkTKCgowB/+8AeMHj36QletF0Mlek4/IiKiixTvyRMRESUoNvJEREQJio08ERFRgmIjT0RElKDYyBMRESWomG/k42XO3lixf/9+zJ07F3l5eTAMAy+//HJYuVIKxcXFyMvLQ2pqKqZNm4YjR45cmMrGsNLSUlx33XXIyMhAdnY2vvWtb+Gjjz4KW4fHUrZ582ZcffXVoWxskydPxh//+MdQOY/hwJSWlsIwDBQVFYVe47GkvsR0Ix9Pc/bGira2NlxzzTXYtGlTn+Xr16/Hhg0bsGnTJtTU1MDr9WLmzJmhiYHojKqqKixfvhwHDx5EZWUluru7MWvWLLS1/XPmIh5L2ciRI/H444/j0KFDOHToEG6++WbcdtttocaHxzByNTU12LJlC66++uqw13ksqU8qhn3ta19T9957b9hrX/7yl9VDDz10gWoUXwCo3bt3h/5vmqbyer3q8ccfD73W2dmpPB6P+s1vfnMBahg/GhsbFQBVVVWllOKxtGPYsGHqv/7rv3gMB6ClpUWNHTtWVVZWqqlTp6r7779fKcXrkfoXsz35s3P2zpo1K+z1WJ2zNx4cPXoUDQ0NYcfU7XZj6tSpPKYCn88HAMjKygLAYzkQwWAQ5eXlaGtrw+TJk3kMB2D58uW49dZbMWPGjLDXeSypPzGb1jbe5uyNB2ePW1/H9NixYxeiSnFBKYVVq1bhhhtuQEFBAQAey0gcPnwYkydPRmdnJ4YMGYLdu3fjqquuCjU+PIbWlJeX45133kFNTU2vMl6P1J+YbeTPipc5e+MJj2lkVqxYgffeew8HDhzoVcZjKbviiitQV1eH06dP43e/+x0WL16MqqqqUDmPoay+vh73338/9uzZo51alceSeorZ4fp4m7M3Hni9XgDgMY3AypUr8corr+CNN97AyJEjQ6/zWFqXnJyML33pS5g4cSJKS0txzTXX4Omnn+YxjEBtbS0aGxsxYcIEuFwuuFwuVFVV4Ze//CVcLlfoePFYUk8x28jH25y98WDMmDHwer1hxzQQCKCqqorHtAelFFasWIGXXnoJr7/+OsaMGRNWzmM5cEop+P1+HsMITJ8+HYcPH0ZdXV1omThxIu666y7U1dXhsssu47Gkvl24Z/5k5eXlKikpSW3dulV98MEHqqioSKWnp6tPPvnkQlctZrW0tKh3331XvfvuuwqA2rBhg3r33XfVsWPHlFJKPf7448rj8aiXXnpJHT58WH33u99Vubm5qrm5+QLXPLb8+Mc/Vh6PR+3bt0+dOHEitLS3t4fW4bGUrV27Vu3fv18dPXpUvffee+rhhx9WDodD7dmzRynFY2jHuU/XK8VjSX2L6UZeKaV+9atfqdGjR6vk5GT11a9+NRTCRH174403FIBey+LFi5VSZ0JtHnnkEeX1epXb7VY33nijOnz48IWtdAzq6xgCUNu2bQutw2Mp+8EPfhD6/l5yySVq+vTpoQZeKR5DO3o28jyW1BfOJ09ERJSgYvaePBEREdnDRp6IiChBsZEnIiJKUGzkiYiIEhQbeSIiogTFRp6IiChBsZEnIiJKUGzkiYiIEhQbeSIiogTFRp6IiChBsZEnIiJKUP8fn0mKY2GsChEAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "plt.imshow(sdata[0, 0, :, :], vmin = 0, vmax = 1500)\n", - "plt.colorbar()" + "# Seeing for the target varies\n", + "tmeta[['seeing-g', 'seeing-r', 'seeing-z']].head()" ] }, { "cell_type": "code", - "execution_count": 166, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 166, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.imshow(tdata[22, 2, :, :], vmin = 0, vmax = 1500)\n", - "plt.colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - " USERDIST_2:\n", - " FILENAME: ../configs/user_lens_g.txt\n", - " MODE: interpolate\n", - " STEP: 100\n", - " USERDIST_3:\n", - " FILENAME: ../configs/user_lens_r.txt\n", - " MODE: interpolate\n", - " STEP: 100\n", - " USERDIST_4:\n", - " FILENAME: ../configs/user_lens_z.txt\n", - " MODE: interpolate\n", - " STEP: 100" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "source_z = Path.cwd().parent / 'backgrounds/map.txt'\n", - "t = pd.read_csv(source_z, delim_whitespace = True)" - ] - }, - { - "cell_type": "code", - "execution_count": 36, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -649,363 +548,69 @@ " \n", " \n", " \n", - " exposure_time-g\n", - " exposure_time-r\n", - " exposure_time-i\n", - " exposure_time-z\n", - " magnitude_zero_point-g\n", - " magnitude_zero_point-r\n", - " magnitude_zero_point-i\n", - " magnitude_zero_point-z\n", + " seeing-g\n", + " seeing-r\n", + " seeing-z\n", " \n", " \n", " \n", " \n", " 0\n", - " 108.0\n", - " 40.0\n", - " 160.0\n", - " 240.0\n", - " 31.638035\n", - " 30.699394\n", - " 32.277115\n", - " 32.466034\n", + " 0.9\n", + " 0.9\n", + " 0.9\n", " \n", " \n", " 1\n", - " 90.0\n", - " 63.0\n", - " 90.0\n", - " 180.0\n", - " 31.477333\n", - " 31.402504\n", - " 31.648746\n", - " 31.838460\n", + " 0.9\n", + " 0.9\n", + " 0.9\n", " \n", " \n", " 2\n", - " 90.0\n", - " 40.0\n", - " 70.0\n", - " 30.0\n", - " 31.616297\n", - " 30.695173\n", - " 31.333422\n", - " 30.025328\n", + " 0.9\n", + " 0.9\n", + " 0.9\n", " \n", " \n", " 3\n", - " 86.0\n", - " 86.0\n", - " 100.0\n", - " 87.0\n", - " 31.450940\n", - " 31.573170\n", - " 31.691639\n", - " 31.273110\n", + " 0.9\n", + " 0.9\n", + " 0.9\n", " \n", " \n", " 4\n", - " 90.0\n", - " 30.0\n", - " 160.0\n", - " 30.0\n", - " 31.548435\n", - " 30.458015\n", - " 32.259125\n", - " 30.167582\n", - " \n", - " \n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " 20569\n", - " 90.0\n", - " 53.0\n", - " 90.0\n", - " 172.0\n", - " 31.553034\n", - " 31.141245\n", - " 31.718100\n", - " 32.090130\n", - " \n", - " \n", - " 20570\n", - " 114.0\n", - " 122.0\n", - " 90.0\n", - " 100.0\n", - " 31.624949\n", - " 31.978525\n", - " 31.704601\n", - " 31.498419\n", - " \n", - " \n", - " 20571\n", - " 200.0\n", - " 200.0\n", - " 200.0\n", - " 60.0\n", - " 32.446670\n", - " 32.622753\n", - " 32.552940\n", - " 30.985960\n", - " \n", - " \n", - " 20572\n", - " 40.0\n", - " 100.0\n", - " 90.0\n", - " 113.0\n", - " 30.642925\n", - " 31.843204\n", - " 31.632883\n", - " 31.618350\n", - " \n", - " \n", - " 20573\n", - " 90.0\n", - " 30.0\n", - " 30.0\n", - " 35.0\n", - " 31.581793\n", - " 30.456833\n", - " 30.483410\n", - " 30.352386\n", + " 0.9\n", + " 0.9\n", + " 0.9\n", " \n", " \n", "\n", - "

20574 rows × 8 columns

\n", "" ], "text/plain": [ - " exposure_time-g exposure_time-r exposure_time-i exposure_time-z \\\n", - "0 108.0 40.0 160.0 240.0 \n", - "1 90.0 63.0 90.0 180.0 \n", - "2 90.0 40.0 70.0 30.0 \n", - "3 86.0 86.0 100.0 87.0 \n", - "4 90.0 30.0 160.0 30.0 \n", - "... ... ... ... ... \n", - "20569 90.0 53.0 90.0 172.0 \n", - "20570 114.0 122.0 90.0 100.0 \n", - "20571 200.0 200.0 200.0 60.0 \n", - "20572 40.0 100.0 90.0 113.0 \n", - "20573 90.0 30.0 30.0 35.0 \n", - "\n", - " magnitude_zero_point-g magnitude_zero_point-r magnitude_zero_point-i \\\n", - "0 31.638035 30.699394 32.277115 \n", - "1 31.477333 31.402504 31.648746 \n", - "2 31.616297 30.695173 31.333422 \n", - "3 31.450940 31.573170 31.691639 \n", - "4 31.548435 30.458015 32.259125 \n", - "... ... ... ... \n", - "20569 31.553034 31.141245 31.718100 \n", - "20570 31.624949 31.978525 31.704601 \n", - "20571 32.446670 32.622753 32.552940 \n", - "20572 30.642925 31.843204 31.632883 \n", - "20573 31.581793 30.456833 30.483410 \n", - "\n", - " magnitude_zero_point-z \n", - "0 32.466034 \n", - "1 31.838460 \n", - "2 30.025328 \n", - "3 31.273110 \n", - "4 30.167582 \n", - "... ... \n", - "20569 32.090130 \n", - "20570 31.498419 \n", - "20571 30.985960 \n", - "20572 31.618350 \n", - "20573 30.352386 \n", - "\n", - "[20574 rows x 8 columns]" + " seeing-g seeing-r seeing-z\n", + "0 0.9 0.9 0.9\n", + "1 0.9 0.9 0.9\n", + "2 0.9 0.9 0.9\n", + "3 0.9 0.9 0.9\n", + "4 0.9 0.9 0.9" ] }, - "execution_count": 36, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "t" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "t = t.drop(columns = ['exposure_time-i', 'magnitude_zero_point-i'])" + "# Seeing for the source does not\n", + "smeta[['seeing-g', 'seeing-r', 'seeing-z']].head()" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, - "outputs": [], - "source": [ - "t[['magnitude_zero_point-g', 'magnitude_zero_point-r', 'magnitude_zero_point-z']] = t[['magnitude_zero_point-g', 'magnitude_zero_point-r', 'magnitude_zero_point-z']].round(6)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [], - "source": [ - "t.to_csv('../backgrounds/map.txt', sep='\\t', index = False)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [], - "source": [ - "head = Path.cwd().parents[1]\n", - "source_img_path = head / 'data/mb_lenscolor_source/mb_lenscolor_source.npy'\n", - "source_meta = head / 'data/mb_lenscolor_source/mb_lenscolor_source_metadata.csv'" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "t = pd.read_csv(source_meta)" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [], - "source": [ - "idx = [i[16:] for i in dataset.search('magnitude')['SOURCE']]" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": { - "jupyter": { - "source_hidden": true - }, - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "['PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g',\n", - " 'PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r',\n", - " 'PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z']" - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "idx" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "t[idx]" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Index(['OBJID-g', 'H0-g', 'Om0-g', 'exposure_time-g', 'numPix-g',\n", - " 'pixel_scale-g', 'psf_type-g', 'read_noise-g', 'ccd_gain-g', 'seeing-g',\n", - " ...\n", - " 'PLANE_2-OBJECT_1-MASS_PROFILE_1-e2-z',\n", - " 'PLANE_2-OBJECT_1-MASS_PROFILE_1-center_x-z',\n", - " 'PLANE_2-OBJECT_1-MASS_PROFILE_1-center_y-z', 'BACKGROUND_IDX-z',\n", - " 'PLANE_1-REDSHIFT-g', 'PLANE_2-REDSHIFT-g', 'PLANE_1-REDSHIFT-r',\n", - " 'PLANE_2-REDSHIFT-r', 'PLANE_1-REDSHIFT-z', 'PLANE_2-REDSHIFT-z'],\n", - " dtype='object', length=195)" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "t.keys()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "lenses = pd.read_csv(\"../configs/source_colors_with_zlens.txt\", delim_whitespace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, "outputs": [ { "data": { @@ -1028,218 +633,221 @@ " \n", " \n", " \n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-REDSHIFT\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z\n", - " CONFIGURATION_1-PLANE_1-OBJECT_1-REDSHIFT\n", - " WEIGHT\n", + " OBJID-g\n", + " H0-g\n", + " Om0-g\n", + " exposure_time-g\n", + " numPix-g\n", + " pixel_scale-g\n", + " psf_type-g\n", + " read_noise-g\n", + " ccd_gain-g\n", + " seeing-g\n", + " ...\n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-e2-z\n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_x-z\n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_y-z\n", + " BACKGROUND_IDX-z\n", + " PLANE_1-REDSHIFT-g\n", + " PLANE_2-REDSHIFT-g\n", + " PLANE_1-REDSHIFT-r\n", + " PLANE_2-REDSHIFT-r\n", + " PLANE_1-REDSHIFT-z\n", + " PLANE_2-REDSHIFT-z\n", " \n", " \n", " \n", " \n", " 0\n", - " 1.493197\n", - " 21.875757\n", - " 21.723236\n", - " 20.283205\n", - " 0.280203\n", - " 1.0\n", + " 1\n", + " 70\n", + " 0.3\n", + " 1000\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 0\n", + " 6.083\n", + " 0.9\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 1\n", - " 1.442902\n", - " 21.044741\n", - " 22.096289\n", - " 21.414358\n", - " 0.691930\n", - " 1.0\n", + " 2\n", + " 70\n", + " 0.3\n", + " 1000\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 0\n", + " 6.083\n", + " 0.9\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 2\n", - " 1.430981\n", - " 21.641100\n", - " 21.675371\n", - " 21.397528\n", - " 0.685003\n", - " 1.0\n", + " 3\n", + " 70\n", + " 0.3\n", + " 1000\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 0\n", + " 6.083\n", + " 0.9\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 3\n", - " 1.561445\n", - " 21.906784\n", - " 21.832739\n", - " 19.981070\n", - " 0.589351\n", - " 1.0\n", + " 4\n", + " 70\n", + " 0.3\n", + " 1000\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 0\n", + " 6.083\n", + " 0.9\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 4\n", - " 1.305264\n", - " 20.681000\n", - " 20.718277\n", - " 19.972401\n", - " 0.327502\n", - " 1.0\n", - " \n", - " \n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", + " 5\n", + " 70\n", + " 0.3\n", + " 1000\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 0\n", + " 6.083\n", + " 0.9\n", " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " 7589\n", - " 1.379176\n", - " 21.611582\n", - " 21.355047\n", - " 20.137066\n", - " 0.675972\n", - " 1.0\n", - " \n", - " \n", - " 7590\n", - " 1.313136\n", - " 21.916191\n", - " 21.592533\n", - " 21.433886\n", - " 0.496264\n", - " 1.0\n", - " \n", - " \n", - " 7591\n", - " 1.898150\n", - " 20.859800\n", - " 21.048883\n", - " 20.247503\n", - " 0.659321\n", - " 1.0\n", - " \n", - " \n", - " 7592\n", - " 1.386898\n", - " 21.544487\n", - " 21.832838\n", - " 20.642092\n", - " 0.282309\n", - " 1.0\n", - " \n", - " \n", - " 7593\n", - " 1.367231\n", - " 21.378298\n", - " 22.924812\n", - " 23.403015\n", - " 0.693530\n", - " 1.0\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", "\n", - "

7594 rows × 6 columns

\n", + "

5 rows × 195 columns

\n", "" ], "text/plain": [ - " CONFIGURATION_1-PLANE_2-OBJECT_1-REDSHIFT \\\n", - "0 1.493197 \n", - "1 1.442902 \n", - "2 1.430981 \n", - "3 1.561445 \n", - "4 1.305264 \n", - "... ... \n", - "7589 1.379176 \n", - "7590 1.313136 \n", - "7591 1.898150 \n", - "7592 1.386898 \n", - "7593 1.367231 \n", + " OBJID-g H0-g Om0-g exposure_time-g numPix-g pixel_scale-g psf_type-g \\\n", + "0 1 70 0.3 1000 40 0.263 GAUSSIAN \n", + "1 2 70 0.3 1000 40 0.263 GAUSSIAN \n", + "2 3 70 0.3 1000 40 0.263 GAUSSIAN \n", + "3 4 70 0.3 1000 40 0.263 GAUSSIAN \n", + "4 5 70 0.3 1000 40 0.263 GAUSSIAN \n", + "\n", + " read_noise-g ccd_gain-g seeing-g ... \\\n", + "0 0 6.083 0.9 ... \n", + "1 0 6.083 0.9 ... \n", + "2 0 6.083 0.9 ... \n", + "3 0 6.083 0.9 ... \n", + "4 0 6.083 0.9 ... \n", "\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g \\\n", - "0 21.875757 \n", - "1 21.044741 \n", - "2 21.641100 \n", - "3 21.906784 \n", - "4 20.681000 \n", - "... ... \n", - "7589 21.611582 \n", - "7590 21.916191 \n", - "7591 20.859800 \n", - "7592 21.544487 \n", - "7593 21.378298 \n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-e2-z \\\n", + "0 -0.1 \n", + "1 -0.1 \n", + "2 -0.1 \n", + "3 -0.1 \n", + "4 -0.1 \n", "\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r \\\n", - "0 21.723236 \n", - "1 22.096289 \n", - "2 21.675371 \n", - "3 21.832739 \n", - "4 20.718277 \n", - "... ... \n", - "7589 21.355047 \n", - "7590 21.592533 \n", - "7591 21.048883 \n", - "7592 21.832838 \n", - "7593 22.924812 \n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_x-z \\\n", + "0 0.0 \n", + "1 0.0 \n", + "2 0.0 \n", + "3 0.0 \n", + "4 0.0 \n", "\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z \\\n", - "0 20.283205 \n", - "1 21.414358 \n", - "2 21.397528 \n", - "3 19.981070 \n", - "4 19.972401 \n", - "... ... \n", - "7589 20.137066 \n", - "7590 21.433886 \n", - "7591 20.247503 \n", - "7592 20.642092 \n", - "7593 23.403015 \n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_y-z BACKGROUND_IDX-z \\\n", + "0 0.0 0 \n", + "1 0.0 0 \n", + "2 0.0 0 \n", + "3 0.0 0 \n", + "4 0.0 0 \n", "\n", - " CONFIGURATION_1-PLANE_1-OBJECT_1-REDSHIFT WEIGHT \n", - "0 0.280203 1.0 \n", - "1 0.691930 1.0 \n", - "2 0.685003 1.0 \n", - "3 0.589351 1.0 \n", - "4 0.327502 1.0 \n", - "... ... ... \n", - "7589 0.675972 1.0 \n", - "7590 0.496264 1.0 \n", - "7591 0.659321 1.0 \n", - "7592 0.282309 1.0 \n", - "7593 0.693530 1.0 \n", + " PLANE_1-REDSHIFT-g PLANE_2-REDSHIFT-g PLANE_1-REDSHIFT-r \\\n", + "0 0.5 2.0 0.5 \n", + "1 0.5 2.0 0.5 \n", + "2 0.5 2.0 0.5 \n", + "3 0.5 2.0 0.5 \n", + "4 0.5 2.0 0.5 \n", "\n", - "[7594 rows x 6 columns]" + " PLANE_2-REDSHIFT-r PLANE_1-REDSHIFT-z PLANE_2-REDSHIFT-z \n", + "0 2.0 0.5 2.0 \n", + "1 2.0 0.5 2.0 \n", + "2 2.0 0.5 2.0 \n", + "3 2.0 0.5 2.0 \n", + "4 2.0 0.5 2.0 \n", + "\n", + "[5 rows x 195 columns]" ] }, - "execution_count": 10, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lenses" + "# All physical and noise information is within the metadata tables\n", + "smeta.head()" ] }, { "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "lens_new = lenses[['CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g', 'CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r', 'CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z', 'WEIGHT']] - 2" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "lens_new['WEIGHT'] = 1.0" - ] - }, - { - "cell_type": "code", - "execution_count": 13, + "execution_count": 40, "metadata": {}, "outputs": [ { @@ -1263,162 +871,216 @@ " \n", " \n", " \n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z\n", - " WEIGHT\n", + " OBJID-g\n", + " H0-g\n", + " Om0-g\n", + " exposure_time-g\n", + " numPix-g\n", + " pixel_scale-g\n", + " psf_type-g\n", + " read_noise-g\n", + " ccd_gain-g\n", + " seeing-g\n", + " ...\n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-e2-z\n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_x-z\n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_y-z\n", + " BACKGROUND_IDX-z\n", + " PLANE_1-REDSHIFT-g\n", + " PLANE_2-REDSHIFT-g\n", + " PLANE_1-REDSHIFT-r\n", + " PLANE_2-REDSHIFT-r\n", + " PLANE_1-REDSHIFT-z\n", + " PLANE_2-REDSHIFT-z\n", " \n", " \n", " \n", " \n", " 0\n", - " 19.875757\n", - " 19.723236\n", - " 18.283205\n", - " 1.0\n", + " 1\n", + " 70\n", + " 0.3\n", + " 90\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 7\n", + " 6.083\n", + " 1.678\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 1\n", - " 19.044741\n", - " 20.096289\n", - " 19.414358\n", - " 1.0\n", + " 2\n", + " 70\n", + " 0.3\n", + " 90\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 7\n", + " 6.083\n", + " 1.418\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 2\n", - " 19.641100\n", - " 19.675371\n", - " 19.397528\n", - " 1.0\n", + " 3\n", + " 70\n", + " 0.3\n", + " 90\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 7\n", + " 6.083\n", + " 1.062\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 3\n", - " 19.906784\n", - " 19.832739\n", - " 17.981070\n", - " 1.0\n", + " 4\n", + " 70\n", + " 0.3\n", + " 90\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 7\n", + " 6.083\n", + " 1.122\n", + " ...\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", " 4\n", - " 18.681000\n", - " 18.718277\n", - " 17.972401\n", - " 1.0\n", - " \n", - " \n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", + " 5\n", + " 70\n", + " 0.3\n", + " 90\n", + " 40\n", + " 0.263\n", + " GAUSSIAN\n", + " 7\n", + " 6.083\n", + " 0.962\n", " ...\n", - " \n", - " \n", - " 7589\n", - " 19.611582\n", - " 19.355047\n", - " 18.137066\n", - " 1.0\n", - " \n", - " \n", - " 7590\n", - " 19.916191\n", - " 19.592533\n", - " 19.433886\n", - " 1.0\n", - " \n", - " \n", - " 7591\n", - " 18.859800\n", - " 19.048883\n", - " 18.247503\n", - " 1.0\n", - " \n", - " \n", - " 7592\n", - " 19.544487\n", - " 19.832838\n", - " 18.642092\n", - " 1.0\n", - " \n", - " \n", - " 7593\n", - " 19.378298\n", - " 20.924812\n", - " 21.403015\n", - " 1.0\n", + " -0.1\n", + " 0.0\n", + " 0.0\n", + " 0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", + " 0.5\n", + " 2.0\n", " \n", " \n", "\n", - "

7594 rows × 4 columns

\n", + "

5 rows × 195 columns

\n", "" ], "text/plain": [ - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g \\\n", - "0 19.875757 \n", - "1 19.044741 \n", - "2 19.641100 \n", - "3 19.906784 \n", - "4 18.681000 \n", - "... ... \n", - "7589 19.611582 \n", - "7590 19.916191 \n", - "7591 18.859800 \n", - "7592 19.544487 \n", - "7593 19.378298 \n", + " OBJID-g H0-g Om0-g exposure_time-g numPix-g pixel_scale-g psf_type-g \\\n", + "0 1 70 0.3 90 40 0.263 GAUSSIAN \n", + "1 2 70 0.3 90 40 0.263 GAUSSIAN \n", + "2 3 70 0.3 90 40 0.263 GAUSSIAN \n", + "3 4 70 0.3 90 40 0.263 GAUSSIAN \n", + "4 5 70 0.3 90 40 0.263 GAUSSIAN \n", + "\n", + " read_noise-g ccd_gain-g seeing-g ... \\\n", + "0 7 6.083 1.678 ... \n", + "1 7 6.083 1.418 ... \n", + "2 7 6.083 1.062 ... \n", + "3 7 6.083 1.122 ... \n", + "4 7 6.083 0.962 ... \n", + "\n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-e2-z \\\n", + "0 -0.1 \n", + "1 -0.1 \n", + "2 -0.1 \n", + "3 -0.1 \n", + "4 -0.1 \n", "\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r \\\n", - "0 19.723236 \n", - "1 20.096289 \n", - "2 19.675371 \n", - "3 19.832739 \n", - "4 18.718277 \n", - "... ... \n", - "7589 19.355047 \n", - "7590 19.592533 \n", - "7591 19.048883 \n", - "7592 19.832838 \n", - "7593 20.924812 \n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_x-z \\\n", + "0 0.0 \n", + "1 0.0 \n", + "2 0.0 \n", + "3 0.0 \n", + "4 0.0 \n", "\n", - " CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z WEIGHT \n", - "0 18.283205 1.0 \n", - "1 19.414358 1.0 \n", - "2 19.397528 1.0 \n", - "3 17.981070 1.0 \n", - "4 17.972401 1.0 \n", - "... ... ... \n", - "7589 18.137066 1.0 \n", - "7590 19.433886 1.0 \n", - "7591 18.247503 1.0 \n", - "7592 18.642092 1.0 \n", - "7593 21.403015 1.0 \n", + " PLANE_2-OBJECT_1-MASS_PROFILE_1-center_y-z BACKGROUND_IDX-z \\\n", + "0 0.0 0 \n", + "1 0.0 0 \n", + "2 0.0 0 \n", + "3 0.0 0 \n", + "4 0.0 0 \n", "\n", - "[7594 rows x 4 columns]" + " PLANE_1-REDSHIFT-g PLANE_2-REDSHIFT-g PLANE_1-REDSHIFT-r \\\n", + "0 0.5 2.0 0.5 \n", + "1 0.5 2.0 0.5 \n", + "2 0.5 2.0 0.5 \n", + "3 0.5 2.0 0.5 \n", + "4 0.5 2.0 0.5 \n", + "\n", + " PLANE_2-REDSHIFT-r PLANE_1-REDSHIFT-z PLANE_2-REDSHIFT-z \n", + "0 2.0 0.5 2.0 \n", + "1 2.0 0.5 2.0 \n", + "2 2.0 0.5 2.0 \n", + "3 2.0 0.5 2.0 \n", + "4 2.0 0.5 2.0 \n", + "\n", + "[5 rows x 195 columns]" ] }, - "execution_count": 13, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lens_new" + "tmeta.head()" ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "lens_new.to_csv(\"../configs/lens_colors.txt\", sep='\\t', index = False)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/src/sim/notebooks/lens_colors.txt b/src/sim/notebooks/lens_colors.txt deleted file mode 100644 index 3904ec7..0000000 --- a/src/sim/notebooks/lens_colors.txt +++ /dev/null @@ -1,7595 +0,0 @@ -CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-g CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-r CONFIGURATION_1-PLANE_2-OBJECT_1-LIGHT_PROFILE_1-magnitude-z WEIGHT -19.87575722 19.72323608 18.28320503 1.0 -19.04474068 20.09628868 19.41435814 1.0 -19.64109993 19.67537117 19.39752769 1.0 -19.90678406 19.83273888 17.98106956 1.0 -18.68099976 18.71827698 17.97240067 1.0 -18.73218727 18.71288109 18.23960114 1.0 -18.75588989 18.96728516 18.40032005 1.0 -19.17570305 18.53268242 18.4995079 1.0 -19.95475578 20.10482407 20.06072617 1.0 -19.83934784 19.6120491 18.06124687 1.0 -19.26338387 19.48550415 19.00631905 1.0 -19.26506996 19.33872986 18.47455025 1.0 -19.84498787 19.94726181 19.15531731 1.0 -19.90516853 21.1368885 20.04609108 1.0 -19.35906029 19.30690575 18.3520546 1.0 -19.40495682 19.59798431 18.70113373 1.0 -19.72626305 19.37853813 18.17404938 1.0 -18.79691887 18.13336754 17.34181213 1.0 -19.85740089 20.63794708 20.1472702 1.0 -19.78415108 19.83679962 18.41350174 1.0 -17.17344475 17.20619583 16.88633347 1.0 -18.05924797 17.9561367 17.95153236 1.0 -19.50813675 19.40375328 18.70549774 1.0 -19.66508675 20.34459114 18.87347412 1.0 -19.85921288 19.99677467 19.68044853 1.0 -19.89572716 19.68094635 19.1369915 1.0 -19.78737259 19.60602951 18.58897781 1.0 -19.93587685 21.73937416 21.17782974 1.0 -18.92299652 19.59397507 20.09175873 1.0 -19.97294998 19.82952309 18.89521408 1.0 -19.05511856 19.27070618 18.28738594 1.0 -19.96429825 19.94405365 19.41667557 1.0 -19.82042694 19.81422615 19.37532997 1.0 -19.59852409 19.58828163 18.8937664 1.0 -19.48385811 19.75193787 18.91266251 1.0 -19.6057682 19.97291565 18.76049232 1.0 -19.77886772 19.55121994 19.51617813 1.0 -19.8123436 19.78607178 18.61478424 1.0 -19.23471451 19.03508759 17.69021034 1.0 -19.63399124 19.27632713 18.19714355 1.0 -19.95694351 19.7808609 18.66462517 1.0 -19.73630333 19.71082497 19.38689995 1.0 -19.93687439 19.72823906 19.14429665 1.0 -19.89447403 19.55054855 20.82931137 1.0 -19.0798645 19.1183567 18.49391174 1.0 -18.52997589 18.42481995 18.40347862 1.0 -19.95232582 19.93418694 19.54482841 1.0 -19.53358078 19.63147926 18.49533463 1.0 -19.79487419 19.87096596 19.02923393 1.0 -19.6179924 19.61423111 18.38786697 1.0 -18.83138657 18.88250351 18.15550041 1.0 -19.98348999 19.83993721 19.53739929 1.0 -19.97171974 20.0618763 18.99341965 1.0 -19.46525002 19.96348 19.27260208 1.0 -19.6320343 20.62444496 20.18614578 1.0 -18.622612 18.73757362 17.87233925 1.0 -19.91721916 20.08109283 18.86308861 1.0 -19.96053696 19.88166809 19.46454048 1.0 -19.49366379 19.37380981 18.25528145 1.0 -19.66530228 19.77209282 20.22380447 1.0 -19.59251976 18.87048531 18.73991966 1.0 -19.65635681 19.62434769 18.69894791 1.0 -19.74786377 20.03722763 19.59420586 1.0 -19.64081192 18.84690857 18.32002258 1.0 -18.87678528 18.87957001 17.8795681 1.0 -19.72590828 19.93856239 19.71178246 1.0 -19.20762253 19.79473495 21.51700974 1.0 -19.74818039 19.92124557 18.67659378 1.0 -19.90621948 20.32345581 19.77755165 1.0 -18.57860756 19.02480698 17.97372818 1.0 -19.70841026 19.5103302 19.00215149 1.0 -18.90694046 18.80220222 18.17048073 1.0 -19.94888687 19.80684853 19.157341 1.0 -19.6952877 19.59462738 17.97960854 1.0 -19.45535278 19.39097023 18.73939133 1.0 -19.99045181 20.12003899 18.98147583 1.0 -19.94084549 19.81216049 18.37470818 1.0 -19.9026165 19.91274452 18.56838226 1.0 -19.19673347 19.28358078 19.26199532 1.0 -18.95310402 20.11885834 22.34580231 1.0 -19.81195068 20.22359467 18.77717209 1.0 -19.46242905 19.48474693 18.97431755 1.0 -19.9547596 18.69813728 18.4239006 1.0 -18.72735214 18.24565887 17.80239868 1.0 -19.56413269 19.67194176 19.19413567 1.0 -19.00833702 19.02914047 18.17650223 1.0 -19.77078629 19.89103508 19.00308228 1.0 -19.83058167 20.22519875 19.71332359 1.0 -19.55021286 19.81714249 18.7074337 1.0 -19.88322258 19.528265 19.40773773 1.0 -18.8801403 18.73835564 17.71177673 1.0 -19.97944641 19.84976959 18.29206848 1.0 -19.79039383 20.11724281 19.58238411 1.0 -18.98510742 19.02261543 20.21914291 1.0 -19.77220345 19.9731102 20.20557594 1.0 -17.92589951 18.51941872 16.92163086 1.0 -19.78011322 19.47190857 18.47254753 1.0 -18.93117714 18.98938179 17.70570564 1.0 -19.14910698 19.1919632 18.83325768 1.0 -19.7161026 19.42662811 18.09669876 1.0 -19.86816025 19.62711906 18.88016891 1.0 -19.98300934 20.33718491 19.88675499 1.0 -19.4940815 17.98803711 20.62310219 1.0 -19.59685707 20.07399559 18.96485519 1.0 -19.56902122 19.49443054 19.10636902 1.0 -19.87893486 19.63485909 19.69484138 1.0 -17.00226021 16.54798508 16.49768639 1.0 -19.80051804 19.97609901 19.66556358 1.0 -19.99858856 19.75769615 18.38348579 1.0 -18.73509026 19.45966339 18.25776672 1.0 -19.50238037 19.57583427 19.04099274 1.0 -19.85161591 20.27663422 22.30150795 1.0 -19.74287224 19.59181976 18.77578735 1.0 -19.9290638 19.9233036 19.48623276 1.0 -19.83418846 19.91420746 18.79990768 1.0 -19.89664459 19.8908329 19.41350174 1.0 -17.34480858 16.90801811 16.62418747 1.0 -18.6361084 18.46303368 18.85497665 1.0 -19.59692764 19.64986229 19.22674751 1.0 -19.01661491 19.06937599 18.41625023 1.0 -19.69407272 19.56709862 18.57650375 1.0 -19.79032326 20.03083229 19.41221237 1.0 -19.43929291 19.46282768 18.33499336 1.0 -19.96428871 20.06785965 18.5003624 1.0 -19.39097977 19.58442497 19.27684975 1.0 -19.81825638 19.56075096 18.33491135 1.0 -19.89138031 19.9183445 19.58732224 1.0 -19.39954185 19.43616295 18.16044235 1.0 -19.08297729 19.1711731 18.35754585 1.0 -17.49234581 17.41167068 17.12628746 1.0 -19.593153 20.51055145 20.50015068 1.0 -19.80031967 19.55232811 19.43568611 1.0 -19.58769035 18.19818115 17.77623558 1.0 -19.84317207 19.93563271 18.93200302 1.0 -19.28373146 19.38433266 18.18252373 1.0 -19.65995598 19.77777672 19.29594231 1.0 -19.7408371 19.44079018 18.18543053 1.0 -19.81061172 19.20988846 18.21991348 1.0 -19.91178894 20.00125504 19.1523819 1.0 -19.66661644 19.61455154 19.49661827 1.0 -19.47817993 19.66888809 19.25543404 1.0 -19.39920235 20.06511307 21.74716568 1.0 -19.72519112 19.90743256 19.00579834 1.0 -19.42923164 19.91977882 19.87342453 1.0 -19.46634483 19.31554985 17.71249962 1.0 -18.69522667 18.62569046 18.1484127 1.0 -19.69103813 19.51180649 18.32644844 1.0 -19.30125427 19.30511284 18.72506714 1.0 -19.77472687 20.22809982 20.36877823 1.0 -19.21339417 19.15118027 18.57423592 1.0 -19.70139885 20.1842556 20.51148033 1.0 -19.65396309 19.32130241 18.23210335 1.0 -19.20284081 18.84905815 18.31215096 1.0 -19.26906204 20.31082726 20.91386032 1.0 -19.92905617 20.09815216 19.56849098 1.0 -19.91915894 20.65788651 20.0581398 1.0 -19.88289261 19.91512299 19.62233543 1.0 -19.95285797 20.02609062 19.50060463 1.0 -18.85421562 18.80524063 18.34362221 1.0 -19.39180565 19.59815598 19.26918983 1.0 -19.07523155 19.60273361 19.95547867 1.0 -18.6350956 19.19857407 18.24304962 1.0 -18.69854355 18.81437492 18.41282463 1.0 -18.92407036 18.87409592 18.22132683 1.0 -19.86149979 20.16660118 20.08708572 1.0 -18.80610657 18.73869896 18.14964294 1.0 -19.55638123 19.54260445 18.82351303 1.0 -19.63213158 19.88985062 18.69603539 1.0 -19.79732704 20.42678833 19.50865173 1.0 -18.93294334 18.60533333 17.53178978 1.0 -19.98302269 19.96806335 19.69037056 1.0 -19.22123337 19.37532997 18.96060753 1.0 -19.86909676 19.44638062 19.0100441 1.0 -18.52782631 19.24467468 18.56222153 1.0 -19.71744156 19.38413429 18.14248276 1.0 -19.12891197 19.25158882 19.02208519 1.0 -19.63672256 19.30868912 18.83014679 1.0 -19.69935608 19.62282181 18.35058784 1.0 -19.95083237 19.63625717 18.36499786 1.0 -19.80073357 19.74936676 18.80359268 1.0 -19.73406601 21.59276962 20.957407 1.0 -19.75398827 19.86119652 18.81772995 1.0 -19.87034607 19.8856411 23.86746407 1.0 -19.88181305 19.90407562 19.54069138 1.0 -19.48911285 19.80645561 19.21092033 1.0 -19.3005619 19.76398849 18.52964401 1.0 -19.61504745 19.45598412 17.98846245 1.0 -19.93500137 21.12609291 19.35164261 1.0 -19.91886139 20.15670776 19.2190876 1.0 -19.08298111 18.34057426 18.32772255 1.0 -18.22159195 17.14324951 15.62883949 1.0 -19.98379326 19.83795929 19.27660942 1.0 -19.88112831 20.01337814 18.61945534 1.0 -19.84552765 20.11806488 18.97187614 1.0 -19.88537025 20.22624779 19.62961578 1.0 -18.277668 17.45776176 18.99688911 1.0 -19.5241127 19.45998001 18.36641884 1.0 -19.42284775 19.27305222 18.88407707 1.0 -19.85082054 18.97153091 17.87786865 1.0 -19.67009735 20.97013283 21.90948296 1.0 -18.82040596 18.64065933 19.67924118 1.0 -19.39127731 19.33244896 18.51497841 1.0 -19.48172188 20.65802383 18.78457451 1.0 -19.69425964 19.81236458 19.38572121 1.0 -18.9616909 18.94384193 18.29640961 1.0 -19.66193199 19.73930359 18.84963608 1.0 -19.65530968 19.52974319 19.16622543 1.0 -19.77572441 19.92400932 19.47198296 1.0 -18.88921356 18.79241943 17.98369789 1.0 -19.92732811 20.17148018 19.05820084 1.0 -19.93133736 19.94797134 18.47282219 1.0 -19.84661293 19.59165955 19.86135483 1.0 -18.95987892 19.11094284 18.51762962 1.0 -19.66032791 19.28405571 17.86215591 1.0 -19.74816704 18.89481354 18.44045258 1.0 -19.65407181 20.18802834 19.47368622 1.0 -19.99572182 20.01207542 19.05641556 1.0 -19.71771431 20.3371067 19.36070061 1.0 -18.84259033 18.91552162 18.13810921 1.0 -19.9435463 20.27550125 18.55209351 1.0 -19.70910263 20.01489449 19.61091614 1.0 -19.882967 19.83106995 19.03045082 1.0 -19.65518379 19.73109055 18.7202816 1.0 -19.41576576 19.68032837 19.01573753 1.0 -19.79213333 19.75518227 18.80814934 1.0 -19.94272804 19.65001678 18.8685627 1.0 -19.95188713 18.99800301 22.37544632 1.0 -19.2208004 19.13744545 18.49321747 1.0 -18.2547245 17.77598953 17.61241722 1.0 -19.79918098 20.01813316 19.62452888 1.0 -19.25778008 19.21697617 18.77588463 1.0 -19.64510727 19.66204834 18.54055977 1.0 -19.28798294 19.2942791 18.86491013 1.0 -19.82401848 20.3642807 19.78018188 1.0 -19.94384193 20.54279137 19.66679573 1.0 -19.97192764 19.86774254 19.43032455 1.0 -19.28821373 19.42355347 18.77212334 1.0 -19.49165726 20.24299049 22.46897888 1.0 -19.32467079 19.17452431 18.47266579 1.0 -19.05626297 19.15452003 18.66190338 1.0 -19.84509468 19.74175262 19.49633789 1.0 -19.7057476 19.78051949 18.98540115 1.0 -19.88241768 20.0552063 19.31376457 1.0 -19.84351349 19.87563515 18.77724457 1.0 -18.78493881 18.38086891 16.96767235 1.0 -19.91233826 19.70939636 18.53747749 1.0 -18.36412239 19.43608284 20.12127495 1.0 -19.91579819 19.5210247 18.40890312 1.0 -19.81301689 21.33012009 21.89608765 1.0 -19.46179199 19.41593552 19.06148529 1.0 -19.98855972 20.88217926 21.33790588 1.0 -18.47473526 18.49236488 17.51288414 1.0 -19.97805977 20.08666229 19.35099602 1.0 -18.46496391 18.36301422 19.23221207 1.0 -19.81346703 19.73825455 19.41778564 1.0 -19.93241882 19.92624092 19.58993912 1.0 -19.40105247 19.31820488 18.09819603 1.0 -19.7271347 19.42385864 18.06306648 1.0 -19.97529602 19.98141479 19.39801216 1.0 -19.7834301 20.48184013 19.30486679 1.0 -18.53460884 18.53035164 18.65293121 1.0 -19.26967621 20.65431976 19.85864067 1.0 -19.82214546 19.99963379 18.64378166 1.0 -19.91622162 19.94499016 18.81028175 1.0 -18.6169281 18.86424446 18.25564766 1.0 -19.05350685 19.25854301 20.83190727 1.0 -19.04042625 19.13827133 18.66321373 1.0 -19.5879879 19.61267281 19.22610474 1.0 -19.25542831 20.11724663 18.97428131 1.0 -19.87933922 20.06478119 19.83689499 1.0 -18.96902847 19.02775002 18.3466053 1.0 -19.21623802 19.55065346 18.50968552 1.0 -19.65227318 20.87524223 21.21233177 1.0 -19.61092758 19.70602989 19.41692352 1.0 -19.39571762 20.23803139 22.12423515 1.0 -19.15805054 19.05904388 17.96288681 1.0 -19.86374664 19.95873833 18.62013817 1.0 -19.36384392 18.47331238 17.48406219 1.0 -19.17870903 19.35954666 18.22423363 1.0 -19.79639244 20.40011787 19.88140106 1.0 -18.58123398 18.4996357 18.1316967 1.0 -18.77779198 18.87582207 18.4433136 1.0 -19.30698776 21.30631828 21.6999855 1.0 -19.95608711 20.72384262 19.69280243 1.0 -18.37973404 19.12083054 20.16572571 1.0 -19.40952873 19.10651779 18.80922318 1.0 -19.9295063 20.28441048 19.14288521 1.0 -18.71433067 18.80390358 18.39130783 1.0 -19.88942337 19.88969803 19.27613831 1.0 -19.42912102 19.39257812 19.01832771 1.0 -19.90181351 19.50890541 18.27346039 1.0 -19.24215317 19.31987953 18.47286224 1.0 -19.5429554 19.70277786 19.52863693 1.0 -19.80783844 21.77315903 20.64942551 1.0 -19.92472076 20.5439682 19.80640984 1.0 -18.99839592 19.10870171 17.923069 1.0 -19.7099762 19.72891808 19.45977402 1.0 -19.81830406 19.84771919 19.59679794 1.0 -19.29542351 18.56188011 18.85610199 1.0 -19.77326202 19.72761154 18.53302383 1.0 -19.14196205 20.43635368 21.32759094 1.0 -19.83346939 19.74279976 18.54174805 1.0 -19.86779594 19.91540909 18.54580307 1.0 -19.84793282 20.23861504 19.50294876 1.0 -17.28152275 18.98756409 18.78163338 1.0 -18.30813789 18.51417351 18.30417824 1.0 -17.15126991 16.70679283 20.42814827 1.0 -19.91387749 21.1586132 19.68222237 1.0 -19.94584084 19.06728363 18.05463028 1.0 -19.43153191 18.99263 19.08174706 1.0 -19.92198181 18.96803284 23.24375725 1.0 -19.95457077 19.34514999 18.02918434 1.0 -18.67778397 18.72600365 18.16863823 1.0 -19.36987305 19.6364193 19.25681114 1.0 -19.86741829 19.79971313 19.30686951 1.0 -19.79523849 20.06712914 19.56957054 1.0 -19.87453461 19.64276695 18.30662918 1.0 -19.90295601 19.89129829 19.62149048 1.0 -19.90514565 19.98637581 20.18781281 1.0 -19.60930824 19.09610558 18.99713898 1.0 -19.66791534 19.76467133 19.53453445 1.0 -19.90474319 19.92743301 19.27203751 1.0 -19.39207268 19.26604843 18.24724007 1.0 -19.95546532 19.51153374 18.24939728 1.0 -19.99687576 19.94019508 19.78562546 1.0 -19.27950668 19.45127487 19.09896278 1.0 -19.90180969 20.1133194 19.05765152 1.0 -19.23894501 19.34256172 18.65488052 1.0 -19.77500534 19.87767982 18.67713737 1.0 -19.24813652 19.3140049 18.82210922 1.0 -18.23262787 17.73387146 17.5332737 1.0 -19.70161819 19.64153481 18.10132599 1.0 -19.42168045 18.93761444 16.5112648 1.0 -17.49472618 16.9450531 15.8613472 1.0 -19.89740181 19.69054031 18.40899467 1.0 -19.39696693 19.68592453 19.3884964 1.0 -19.4009552 19.7369442 19.1648922 1.0 -19.90829468 19.99902153 19.69799805 1.0 -19.43609619 18.76854897 17.85432434 1.0 -19.63671684 20.6880703 20.01594162 1.0 -19.26262856 19.16961479 17.93043709 1.0 -19.69758034 19.75707817 19.15345955 1.0 -19.97151375 19.7636528 18.36493683 1.0 -19.94153404 19.95481491 18.8465519 1.0 -19.87204933 19.81019211 18.72542191 1.0 -19.02514458 19.06296349 19.33683205 1.0 -19.20649719 19.35078049 18.32966042 1.0 -18.63587189 18.63974762 18.10809898 1.0 -19.8859005 19.92458916 19.50838661 1.0 -19.41989326 20.12978554 19.67928696 1.0 -19.35991478 21.05302238 18.64009094 1.0 -19.7681694 20.09926033 18.45407104 1.0 -18.58489609 18.58912849 18.01638031 1.0 -19.53933525 21.28668022 21.33269119 1.0 -19.45159149 19.50712967 18.29312134 1.0 -19.73092079 19.72594261 19.35141754 1.0 -19.75828552 19.8700676 19.57117271 1.0 -18.53362274 18.7071228 18.23916245 1.0 -19.95660591 20.32736778 20.17125702 1.0 -19.61522865 19.61915207 18.6400547 1.0 -19.54643059 19.2282486 20.49435616 1.0 -19.94360733 19.9663868 19.58280945 1.0 -19.94789124 19.94977379 19.21875763 1.0 -18.94161797 19.32242775 18.75792503 1.0 -19.6116333 20.59988213 20.51460075 1.0 -19.99082947 19.85167122 19.0998764 1.0 -19.59973526 19.73412323 19.30486488 1.0 -19.39756966 19.59719849 18.82552528 1.0 -19.96231842 19.75477028 19.15689278 1.0 -18.37366104 17.99818611 17.60287476 1.0 -19.87774467 20.34700012 18.82138252 1.0 -19.79189682 20.2776432 20.58626747 1.0 -19.96044731 19.91832352 19.54532814 1.0 -19.12154198 19.69352913 20.59879684 1.0 -18.88404465 18.80613899 18.18333817 1.0 -18.65987968 20.02392006 18.16435242 1.0 -19.56129646 19.25609398 18.1341362 1.0 -19.93795967 20.03259277 20.12584686 1.0 -19.92642021 19.76318741 18.31760406 1.0 -19.36145592 19.65818405 19.00323868 1.0 -19.74988937 19.92329025 18.38842201 1.0 -19.64638519 19.67685318 19.33774948 1.0 -19.8686161 19.45686722 18.17141724 1.0 -18.52814674 19.14162827 18.61008644 1.0 -19.35075378 19.31794739 17.89583969 1.0 -19.91950798 21.83916473 21.32185173 1.0 -17.86778259 18.80715752 18.50524521 1.0 -19.84748459 19.88776207 18.84472275 1.0 -19.87553596 19.92877388 19.59075356 1.0 -19.39011192 20.17506027 20.12558746 1.0 -19.91163826 19.87496376 19.50282478 1.0 -19.73373795 20.03492355 19.11517143 1.0 -19.00918007 19.53697395 19.47889137 1.0 -19.7648716 19.59003258 18.26675606 1.0 -19.59515762 19.03196526 19.43806458 1.0 -18.29644966 18.04239273 17.89009666 1.0 -19.34924507 19.40672493 19.07757568 1.0 -19.96570778 19.99080467 19.7867794 1.0 -19.86214256 21.52160835 19.27084351 1.0 -17.65668297 17.38359261 17.31384277 1.0 -19.96459389 20.04199028 19.59758186 1.0 -19.91913986 19.88587952 18.45430374 1.0 -19.85525703 19.96491814 19.20855522 1.0 -18.67563629 19.10438538 19.39606476 1.0 -19.88894653 19.90480232 19.56180573 1.0 -19.80533791 19.87162781 19.44334412 1.0 -19.3809948 19.2012558 18.79158592 1.0 -19.96601868 20.03996849 19.29953575 1.0 -19.33863449 19.23302269 17.66362381 1.0 -19.5543499 19.36810875 18.14866638 1.0 -19.93265533 20.13743973 19.23151779 1.0 -19.30107117 19.30806351 17.91917038 1.0 -19.83431053 19.7845726 18.7178688 1.0 -18.86499596 18.78525352 17.78868484 1.0 -19.45653915 19.19862556 20.92119217 1.0 -18.67042351 18.10858154 18.43950081 1.0 -19.74558258 19.50522041 18.05167961 1.0 -19.46112061 19.44822311 19.11946106 1.0 -19.87768936 19.6423378 18.23251534 1.0 -19.81453514 19.95994377 19.58090591 1.0 -19.84231758 20.09817505 19.53781319 1.0 -19.31162834 18.72734642 17.30858421 1.0 -19.8885746 19.98142624 18.870327 1.0 -19.96988678 19.68360329 18.66852379 1.0 -18.72615242 19.13866806 17.51797295 1.0 -19.9652977 20.26586914 19.28977966 1.0 -19.91697311 19.10290909 21.60601425 1.0 -18.50386238 18.34930801 18.28938293 1.0 -19.25093079 20.27847099 21.57194138 1.0 -19.19616508 18.85961151 21.12819481 1.0 -19.00628853 18.75782967 17.65215111 1.0 -19.52693939 19.60130501 19.11855698 1.0 -19.90772629 19.17717934 18.09263992 1.0 -19.8268261 19.56518745 19.57329941 1.0 -18.04858208 17.41947365 23.35041046 1.0 -19.74744225 19.87999916 19.63218117 1.0 -19.97830391 20.02799988 19.71944618 1.0 -18.97836876 19.65143776 21.24101067 1.0 -19.6926918 19.74328041 19.29190636 1.0 -19.9660511 20.54924965 20.53728485 1.0 -19.93556213 19.38722801 19.18578911 1.0 -19.78825378 20.06403351 18.99223709 1.0 -19.64523506 19.54334831 19.21533203 1.0 -19.76222229 19.69348526 18.71857071 1.0 -19.88783264 19.94828796 19.71196747 1.0 -19.6609745 19.77176666 19.48646355 1.0 -19.42953491 19.40973663 18.94931984 1.0 -19.7187748 19.80870056 18.67841339 1.0 -19.97431755 20.14095306 18.95967865 1.0 -19.98422241 20.00346375 19.72031593 1.0 -19.37377167 19.86546898 19.31565094 1.0 -19.89917946 19.19181442 19.05859566 1.0 -19.22616577 19.13441658 18.7127533 1.0 -19.70014763 19.70100212 18.61605263 1.0 -19.96672821 19.83710861 18.05511475 1.0 -19.97680283 19.97096062 18.76442909 1.0 -19.91780281 19.99270821 19.93992424 1.0 -19.79424858 20.17574692 19.79232025 1.0 -19.84013748 19.87308121 19.47872162 1.0 -19.80918884 19.86444473 19.39417458 1.0 -19.99610138 19.85296822 19.72532463 1.0 -19.40834808 20.22167587 22.84215164 1.0 -19.95106888 19.53492546 20.46681976 1.0 -19.39122009 19.23291588 18.76155663 1.0 -18.71941185 18.7553997 18.27569962 1.0 -19.71782494 19.20151329 22.59951591 1.0 -19.66665268 20.49296761 23.08052254 1.0 -17.68844223 17.97390747 17.4385891 1.0 -19.02313805 19.02178001 18.28598213 1.0 -19.75275803 19.84552193 19.5148983 1.0 -19.17128563 18.93323517 18.44058609 1.0 -19.53280067 19.38262749 18.46425056 1.0 -19.61854744 19.53199768 18.32183838 1.0 -19.94555855 20.17113304 19.25463486 1.0 -19.50072289 19.03547859 17.68354988 1.0 -19.79318237 19.7039032 19.62409973 1.0 -19.77451897 19.7401638 19.47569084 1.0 -19.93674469 20.23793602 19.70664787 1.0 -19.39786911 19.60948563 19.10681152 1.0 -19.63478279 19.79964447 18.51886749 1.0 -19.73274422 19.82028389 19.28983116 1.0 -19.89151382 19.65801811 18.54698372 1.0 -19.96821976 20.09193039 19.84514809 1.0 -19.71875954 20.03930855 19.35161972 1.0 -19.6890831 19.54023552 18.83822632 1.0 -19.70699501 19.89417648 19.44803429 1.0 -19.67652702 20.45420074 21.70838547 1.0 -19.83567238 19.61096382 18.18755913 1.0 -19.7178936 19.51441574 18.12051964 1.0 -19.59483719 19.5852108 18.58492088 1.0 -19.79426956 19.87322807 21.90740395 1.0 -19.06210518 19.58563042 18.99431229 1.0 -19.88602066 18.88282585 16.15631294 1.0 -18.17850494 18.9719429 17.71855927 1.0 -19.63550758 20.46442986 19.6357193 1.0 -19.33760262 18.85777092 18.01848793 1.0 -19.9522438 19.891922 18.96429634 1.0 -19.34620094 20.40443993 20.13853073 1.0 -19.68755341 20.8960247 19.29825592 1.0 -19.6456337 21.13878059 20.43422699 1.0 -19.20543098 19.307127 18.96274376 1.0 -19.60290146 19.95075607 18.99770164 1.0 -19.4896965 19.5850029 18.48767281 1.0 -19.72282791 19.88070679 18.84114456 1.0 -19.09599304 19.55952263 19.67823601 1.0 -18.94138718 19.01193619 18.03515244 1.0 -19.64855576 20.06434822 19.5799427 1.0 -19.63714027 21.49919128 20.79895973 1.0 -19.62482452 20.39247513 19.02775192 1.0 -19.64738655 19.93721771 19.73075485 1.0 -19.72007179 20.9761734 18.71310616 1.0 -19.36290359 19.38820076 19.23258018 1.0 -19.53139114 19.77293015 19.52109337 1.0 -19.20285225 19.27440262 18.89513588 1.0 -19.0846653 19.0664711 18.22857094 1.0 -19.91333771 20.60202789 19.89880562 1.0 -18.76225853 19.09930229 18.35429192 1.0 -19.71693802 19.32126617 18.19188118 1.0 -19.90287781 19.81882858 18.58708382 1.0 -19.61817741 19.66024399 18.42174911 1.0 -19.98125839 19.93239021 19.43777657 1.0 -19.63960648 19.68304443 19.48067284 1.0 -19.92114639 19.98210716 19.43461609 1.0 -18.67487717 18.69286919 18.27301788 1.0 -19.7980442 19.79501534 19.7449379 1.0 -19.53993607 19.75832939 19.17631531 1.0 -19.84714127 19.21853256 18.00365829 1.0 -19.06546021 19.07388496 18.54904366 1.0 -18.57611084 19.81540298 19.35824013 1.0 -19.11544991 19.10388565 18.7377491 1.0 -18.88534546 18.97131157 18.19135666 1.0 -19.88848305 19.86795044 19.55480766 1.0 -19.78794098 19.38423729 17.97221947 1.0 -19.16997147 19.66112518 17.96916199 1.0 -19.71317291 19.89418793 19.77127075 1.0 -19.2137413 19.28224373 18.90979004 1.0 -19.88074112 20.26253319 19.3916893 1.0 -18.83124352 19.05504799 18.53336906 1.0 -19.03050804 18.78674126 18.49625778 1.0 -19.8942852 19.81707954 19.4642086 1.0 -19.03283691 20.32129097 19.30759048 1.0 -19.92780876 20.56732941 20.09646988 1.0 -19.88292503 20.77771759 17.81508446 1.0 -19.51091385 19.72073174 19.43645668 1.0 -19.31179237 19.42842865 19.03730583 1.0 -19.95780182 19.89074516 19.63298798 1.0 -19.73629951 19.56294632 18.34506416 1.0 -19.7949276 19.90142822 19.67625999 1.0 -18.71217537 19.32014275 18.41740036 1.0 -19.12946701 19.23457336 18.67431068 1.0 -19.87820244 19.71554184 18.69047546 1.0 -19.58007622 19.22560501 17.08974266 1.0 -18.21474075 18.92366409 19.20792961 1.0 -19.96321297 19.92996407 18.95741272 1.0 -19.54184532 19.7838726 19.53862953 1.0 -19.68766594 21.20580864 20.42292023 1.0 -18.40713692 18.46042061 18.20152092 1.0 -19.17092514 19.0405941 18.40743637 1.0 -19.51592445 19.88314247 18.4485836 1.0 -19.99603653 19.79923248 18.35571289 1.0 -19.78183556 19.49983597 18.41254044 1.0 -19.76525497 19.90839767 18.55058479 1.0 -19.7929306 19.91589355 18.46673012 1.0 -19.79314041 19.83503914 19.41730881 1.0 -19.47542 19.68936348 19.35760307 1.0 -18.73326302 18.36388779 18.33114624 1.0 -19.75113869 19.8168869 19.81477547 1.0 -19.87219429 19.86410332 19.65660286 1.0 -19.07560158 19.71745872 22.00170898 1.0 -18.69785309 18.89941597 18.92556953 1.0 -19.38122749 19.1066246 18.21101761 1.0 -19.77931786 19.66809654 19.38276863 1.0 -19.7205677 19.87142181 19.54981041 1.0 -19.80700302 19.96345139 19.16329765 1.0 -19.47690964 19.44631958 18.89881706 1.0 -18.57903481 18.65747643 18.21912766 1.0 -19.76112556 19.33412743 17.92500496 1.0 -19.76320839 21.01579094 19.50047112 1.0 -19.58448601 19.70342255 19.256073 1.0 -19.92168999 19.88697243 19.49102783 1.0 -19.59189606 20.20833778 19.80078316 1.0 -19.95256424 20.00307465 19.62945747 1.0 -19.56211281 19.43073082 18.17787361 1.0 -18.74760437 16.84085464 15.58771896 1.0 -19.04968452 19.03360939 17.61045837 1.0 -19.84136772 19.76404381 18.70463181 1.0 -19.85181427 20.10750198 19.0157032 1.0 -19.98206711 20.11886406 19.81160355 1.0 -19.62395096 19.88210869 19.5197525 1.0 -19.41986465 19.40228462 18.99694633 1.0 -19.18202019 19.59159088 18.70654869 1.0 -19.49767494 18.96733284 18.5994606 1.0 -19.95149803 20.6797924 20.26316833 1.0 -18.94431305 20.32351494 19.22102928 1.0 -19.50050163 20.57766533 19.27347565 1.0 -19.82477379 19.85976219 19.44313431 1.0 -18.15698051 18.26527786 17.96014214 1.0 -18.74569511 19.14710617 19.1413002 1.0 -19.79913521 20.06853104 19.68636513 1.0 -19.95230675 19.87806892 19.55388641 1.0 -19.16098213 18.89723015 17.55244637 1.0 -19.16767883 19.07921028 18.62179947 1.0 -17.97784805 17.82892609 17.72836304 1.0 -19.92053223 19.98868752 19.85004234 1.0 -19.64445305 18.23066521 17.00039291 1.0 -19.99879265 19.93650818 18.93056488 1.0 -19.80438995 19.72688103 18.67512512 1.0 -19.92622375 20.10165596 19.5817318 1.0 -18.5692215 18.79769325 19.06220627 1.0 -19.75076103 19.7777977 18.22721481 1.0 -19.74800301 19.21231461 19.12676239 1.0 -18.04408836 18.13143158 17.8180275 1.0 -19.59175301 19.60658455 19.27265739 1.0 -19.95616531 20.03248596 19.7238121 1.0 -19.73679924 20.87169647 20.29592323 1.0 -19.54252815 19.29642868 18.19288254 1.0 -19.85032082 20.11330605 19.63858223 1.0 -19.19260597 19.27503777 18.33706474 1.0 -19.95157623 19.92055511 19.58504295 1.0 -19.80186462 19.7243824 19.34928513 1.0 -19.44467735 19.19574356 18.99147224 1.0 -18.59082031 18.65307426 18.11515808 1.0 -19.86760902 20.61702347 20.32364273 1.0 -19.87302208 19.86228371 19.46715355 1.0 -19.79550743 19.80014801 19.07754326 1.0 -19.99387932 19.95705605 19.44323349 1.0 -19.8257122 19.66208839 18.58455086 1.0 -19.8194313 20.18453407 19.64123535 1.0 -19.82997704 19.92406273 19.66109657 1.0 -19.5716629 19.46933174 18.19292831 1.0 -18.16362 18.25591469 17.0996933 1.0 -19.26558685 19.15156555 20.48083115 1.0 -19.83555412 19.81552315 19.59447098 1.0 -19.05329514 17.41447258 19.25850868 1.0 -19.96879005 21.62900162 21.23446655 1.0 -17.91855812 16.86883926 19.33831978 1.0 -18.60806465 19.65244293 19.10470963 1.0 -18.39413643 18.55267525 17.98271561 1.0 -19.84227371 20.3514595 19.79532814 1.0 -18.40919113 19.65124702 19.72432899 1.0 -19.69970131 20.08436012 19.76887894 1.0 -19.31236649 19.50599289 18.98622894 1.0 -18.99064636 19.83671188 18.74916458 1.0 -19.58036423 21.08891869 20.44307899 1.0 -19.23106194 19.4481163 18.9213829 1.0 -19.06501961 19.34651947 19.1857872 1.0 -19.86208916 19.27183342 18.54514503 1.0 -19.74777603 20.00804901 19.37066269 1.0 -19.96886635 20.3725872 19.64927483 1.0 -19.18676949 19.68617439 18.86396027 1.0 -18.78821945 18.85152817 18.35661316 1.0 -18.52124405 18.36340714 18.38492584 1.0 -17.95887184 17.73696518 17.55913544 1.0 -18.79642296 18.94605637 18.39305305 1.0 -19.79470253 20.94096565 21.86226654 1.0 -19.83392525 20.29544258 19.95791817 1.0 -18.61839867 18.68861198 18.23328018 1.0 -19.82819939 20.1362381 19.90766525 1.0 -19.76699066 19.73248672 19.44790649 1.0 -19.7115345 19.6169014 18.14229584 1.0 -19.92220688 20.04604149 19.65077782 1.0 -19.80785561 19.82837677 18.94584084 1.0 -19.91270447 19.97635841 19.08452988 1.0 -19.85398865 19.32997131 18.64203644 1.0 -19.43198395 19.2726841 17.91754913 1.0 -19.69322777 19.48614883 19.16971016 1.0 -18.84841347 20.75692558 18.9411335 1.0 -19.74576759 19.62558746 18.79256439 1.0 -17.92589378 17.69370461 17.54211807 1.0 -19.70948982 19.38095474 18.28933716 1.0 -19.92998505 19.94079018 19.58183479 1.0 -19.36707497 19.27213478 19.43357468 1.0 -19.44983673 20.00851059 19.57368469 1.0 -19.36866951 19.69719887 18.21565437 1.0 -19.19478989 19.13428116 18.57029343 1.0 -19.02576065 19.47832489 18.72889328 1.0 -19.60482407 20.0890789 19.62946129 1.0 -19.99907875 19.97816086 19.74904823 1.0 -19.17887688 19.15774155 18.21936607 1.0 -18.60230446 18.88171959 17.95917702 1.0 -19.04851723 18.8614769 17.76092911 1.0 -19.81076622 19.78667641 18.45239449 1.0 -19.14997101 19.04928589 18.47313309 1.0 -19.84723854 19.27890587 17.68856239 1.0 -19.93031311 19.74707794 18.33696938 1.0 -18.90686798 18.69504929 18.40266991 1.0 -19.94161797 20.00611115 19.02165413 1.0 -19.64718819 19.7034359 19.39667511 1.0 -19.88464737 20.08719254 19.33711815 1.0 -19.9176178 19.76201057 18.68248177 1.0 -19.92205048 19.91339493 19.2366066 1.0 -19.99576187 20.08416748 18.59492111 1.0 -19.81408882 19.59936333 18.80780602 1.0 -19.71548843 19.8604393 19.38116455 1.0 -19.61793709 19.70425606 19.52660751 1.0 -19.95714188 19.87295151 19.46901131 1.0 -19.17465019 19.35834122 18.12277794 1.0 -19.30475998 19.44904327 18.6089592 1.0 -19.94938278 20.08126831 19.87832832 1.0 -19.93569946 19.88270569 19.53256798 1.0 -19.8515625 20.57050705 19.79580307 1.0 -19.93994713 19.87853432 18.8343544 1.0 -18.8239212 18.78907013 18.18896484 1.0 -19.98941231 19.68558693 22.38251114 1.0 -17.46321487 18.67057228 18.39277267 1.0 -18.40467262 18.42893028 18.35011482 1.0 -19.81575012 20.23817062 19.75571632 1.0 -18.88379097 19.05001068 18.0878582 1.0 -19.6998024 19.86731148 19.72023582 1.0 -19.73259926 19.96448326 19.25111198 1.0 -19.73465919 19.5514679 18.28133202 1.0 -19.92831039 20.23541451 19.85171127 1.0 -19.79132462 19.76323318 18.68099785 1.0 -19.22620201 17.53272629 21.41876984 1.0 -19.47286987 20.08663177 19.85899353 1.0 -19.43506241 20.704319 19.07745361 1.0 -19.76270676 20.16389656 19.11498451 1.0 -19.76490211 19.88022614 19.70503616 1.0 -19.23242188 20.93977928 18.91626167 1.0 -19.8578949 19.88973045 19.40884781 1.0 -19.95565033 19.27584076 17.31837273 1.0 -18.83167648 19.24904442 18.65857315 1.0 -19.84645081 19.942873 19.54332733 1.0 -19.96132851 19.85715485 18.33327103 1.0 -19.8097496 19.79574585 18.80426025 1.0 -18.46770668 18.33606339 21.66063309 1.0 -19.72134209 20.03869057 19.39550781 1.0 -19.89416504 19.55547714 19.17383575 1.0 -19.12405205 19.77745628 19.25633049 1.0 -18.81954384 18.8909893 18.32995605 1.0 -19.91758347 20.10725212 19.4898777 1.0 -19.60544586 19.71497917 19.31594276 1.0 -19.99380493 19.91961479 19.08061981 1.0 -19.49557495 19.55030823 19.23999786 1.0 -19.87257195 20.03647614 19.70121765 1.0 -19.76316452 19.66045952 19.20596504 1.0 -15.536123280000002 17.19900513 16.64758682 1.0 -19.11886978 19.08913803 18.60788345 1.0 -19.56516457 19.6760788 19.396101 1.0 -18.67943954 17.32373238 18.31190491 1.0 -19.38482094 19.46118546 18.61448479 1.0 -19.77009773 19.62951469 18.62371254 1.0 -19.95527267 19.64538956 18.52098656 1.0 -19.54529381 19.09108353 18.93215752 1.0 -19.98985481 20.31098747 20.85064125 1.0 -19.44688416 19.48402023 19.38155174 1.0 -19.61741447 19.19356346 18.01252747 1.0 -19.82584381 19.86273575 19.19164085 1.0 -19.62947464 20.01902008 19.63252831 1.0 -19.84405899 19.98283768 19.62799835 1.0 -19.06460953 19.15135956 17.91326141 1.0 -19.74542618 19.94388962 19.70313072 1.0 -19.7410984 20.59548759 18.86819649 1.0 -19.56861496 20.72779655 19.31380272 1.0 -19.42768669 19.39816856 18.7355175 1.0 -19.92054558 19.88845444 19.54036522 1.0 -19.91964531 19.61617088 18.61946869 1.0 -19.94300461 19.85577583 18.76287842 1.0 -18.70028114 18.69817162 18.2448864 1.0 -19.84833145 20.04508972 19.28190994 1.0 -19.97935867 19.83714104 19.58475113 1.0 -19.97498512 21.36652184 20.67765617 1.0 -19.9315834 19.20580482 18.721241 1.0 -19.50047684 20.49389648 19.9169445 1.0 -19.55547333 19.48408699 18.21869469 1.0 -19.1380558 19.284132 18.79409218 1.0 -19.30081558 19.29726219 18.71567154 1.0 -19.00317192 20.61965179 19.59325409 1.0 -18.49178123 18.57711792 17.80277252 1.0 -19.64371872 19.89587402 18.89948082 1.0 -19.3601532 19.44046974 18.25930023 1.0 -19.69616127 19.94719887 19.43148041 1.0 -19.90672302 20.09773254 19.51898003 1.0 -19.94825935 19.98511314 19.62048149 1.0 -19.79870224 20.73274803 20.93396759 1.0 -18.53476906 20.31472206 21.48398399 1.0 -19.93335533 20.22863579 18.94233513 1.0 -18.83157921 19.40119362 18.44828415 1.0 -19.79846573 20.37539291 18.81556892 1.0 -19.95836449 19.90758896 19.62559319 1.0 -19.77193069 20.18741989 19.36587524 1.0 -18.70697784 18.83741188 18.29708672 1.0 -19.78917313 19.73584557 18.31805038 1.0 -19.70266724 19.47676849 18.44120598 1.0 -19.7505455 19.68731117 19.04248238 1.0 -19.77537537 20.00792885 19.02733803 1.0 -19.54415131 19.98543739 19.08205605 1.0 -18.81334114 18.27324104 17.8326664 1.0 -18.51677704 19.80740738 19.85222626 1.0 -19.07274628 19.3190155 21.89800453 1.0 -19.9235096 19.07333183 17.29375458 1.0 -19.58975601 20.12784767 20.04332352 1.0 -19.4961319 19.52565575 18.7503891 1.0 -19.96988678 19.91875648 17.26508522 1.0 -19.93352127 20.04797363 19.6772747 1.0 -19.70458794 19.55134201 18.17852783 1.0 -19.81255913 18.87975121 19.71194077 1.0 -19.37373734 19.42789078 18.20517349 1.0 -19.75707626 19.63541031 17.9901123 1.0 -19.87815285 19.79637146 18.71213913 1.0 -19.84882355 19.479105 17.44599152 1.0 -19.50475502 19.1731987 18.17385292 1.0 -19.51762772 19.71244431 19.09945679 1.0 -17.39413261 17.71481323 20.96706581 1.0 -19.92929459 19.8929348 18.79762459 1.0 -19.77892494 19.94418144 20.02204323 1.0 -19.25963593 20.26180077 19.86719322 1.0 -18.75617409 18.79463959 18.15505028 1.0 -18.98366928 18.39039421 16.62849808 1.0 -19.7414341 19.78439522 19.38956261 1.0 -19.215271 19.26879883 20.23501015 1.0 -18.73233414 18.5809021 18.05086327 1.0 -19.41461754 21.02310562 20.25294304 1.0 -19.76506233 19.59806252 18.67314529 1.0 -19.98712158 19.35906029 19.3853302 1.0 -19.38312531 18.77824402 17.61584091 1.0 -19.82983971 20.18326569 19.97134781 1.0 -19.76139832 19.59755707 18.34015465 1.0 -19.46058273 19.8669548 20.26940727 1.0 -19.89823151 19.76877594 18.36912727 1.0 -19.72506332 19.0775795 22.38485909 1.0 -19.96645927 20.00374031 18.72960663 1.0 -19.19015694 19.29246712 18.24373627 1.0 -19.94928551 20.03792763 19.61944199 1.0 -19.65408707 19.43785858 19.14365005 1.0 -19.9507885 20.52208328 20.67069054 1.0 -19.07201767 20.72132874 19.41353226 1.0 -16.22801208 16.33519554 15.56440353 1.0 -18.46091652 18.54359818 18.25329971 1.0 -19.66912079 19.49596596 19.30303001 1.0 -19.42775536 19.49056625 18.97898865 1.0 -19.64674187 19.70721817 19.06776619 1.0 -19.92187119 19.98950386 19.68300438 1.0 -19.38449669 19.6924839 19.26924896 1.0 -19.93800545 21.05269814 20.0598774 1.0 -19.32979202 18.99202728 18.42028046 1.0 -18.73264885 18.82132912 18.65378571 1.0 -19.90771484 18.87016487 18.18535805 1.0 -19.59955788 18.37215233 17.47101593 1.0 -19.94258499 19.69849586 18.75537682 1.0 -19.28001213 19.86707306 19.48104858 1.0 -18.15494728 19.83848953 19.10866165 1.0 -19.71179771 19.88441658 18.69306946 1.0 -19.98251343 20.02529716 19.57232094 1.0 -17.82711983 19.63521004 18.76804733 1.0 -19.41580391 19.59126472 20.84541702 1.0 -19.72096062 19.56293678 18.30672455 1.0 -18.95224571 20.3002758 23.54130554 1.0 -19.44605064 19.45845032 18.61167526 1.0 -19.01346016 18.69600296 18.23855019 1.0 -19.24796486 19.89671707 19.56635094 1.0 -19.79217339 18.4427166 18.26912117 1.0 -19.61500359 19.47482491 18.88698578 1.0 -19.6163044 19.51116753 18.49031067 1.0 -19.75252533 20.63080788 20.89986038 1.0 -19.90474319 19.63548851 18.4487896 1.0 -19.80182838 19.36942291 17.58100128 1.0 -18.6972065 18.84043694 18.26992035 1.0 -19.85506821 19.54419136 17.91040993 1.0 -19.96302223 19.91758919 19.49495697 1.0 -18.49439621 18.45571136 18.23361015 1.0 -19.86819077 20.76844215 20.17189407 1.0 -19.60305595 19.66976166 19.26846504 1.0 -19.28526878 19.62331009 19.50046349 1.0 -19.56155014 19.12722206 22.19218063 1.0 -19.77233124 19.67165947 18.76085472 1.0 -18.88216019 18.56260109 18.74046516 1.0 -19.98491859 20.00730896 19.67504501 1.0 -19.25434113 19.21910667 18.89554787 1.0 -19.30420876 19.23236465 18.06217194 1.0 -19.43470573 19.50884438 19.0757618 1.0 -19.28821373 19.58915901 18.46747589 1.0 -19.12809181 19.23720932 18.54868317 1.0 -19.9935112 19.88798904 18.49024963 1.0 -19.89941978 20.19027519 19.04748344 1.0 -18.53630066 18.29421806 18.12843895 1.0 -19.04309845 18.77332497 18.67119408 1.0 -19.87157822 19.98089981 21.48963928 1.0 -19.44175911 19.50869179 19.16038513 1.0 -19.85917473 19.62449455 18.48057175 1.0 -19.54584503 19.60034561 18.39561081 1.0 -19.90029716 20.35225105 23.77353096 1.0 -19.97839737 21.79465103 23.56775284 1.0 -19.88467407 21.58117104 19.32549477 1.0 -19.77943802 19.60237694 18.72476006 1.0 -19.15463638 18.89656067 17.76650047 1.0 -19.99851036 19.64013672 17.92533302 1.0 -19.62089348 19.99497032 19.85103607 1.0 -19.59043503 19.21264648 17.71864128 1.0 -18.69320488 18.71707916 17.6154213 1.0 -19.96591759 20.03547859 19.63505554 1.0 -19.69238091 19.5773735 18.78857803 1.0 -19.18042755 20.63822556 20.78009605 1.0 -19.60599899 19.70091629 18.61371422 1.0 -19.61829758 19.2620182 19.15332603 1.0 -19.94635582 20.03698349 19.56905937 1.0 -19.43889999 19.59968567 19.36056519 1.0 -19.41152573 19.53964233 17.90802956 1.0 -19.74979401 19.79345512 19.3318882 1.0 -19.77742577 19.31588554 17.82610703 1.0 -19.78770065 19.44350243 18.66040421 1.0 -19.70154381 19.84541321 18.54300117 1.0 -19.36828041 19.21544456 18.88956642 1.0 -19.97477341 19.94494057 18.86375809 1.0 -16.81344414 15.7071209 21.85008812 1.0 -19.98578072 19.93799782 19.48234749 1.0 -18.69534492 19.92961121 20.97649384 1.0 -18.95672989 20.19622421 21.42112923 1.0 -19.93720245 20.91091537 19.42180824 1.0 -19.79473877 18.94107246 18.49166107 1.0 -19.06194496 19.21428299 19.98070717 1.0 -19.00571632 19.08587074 17.89154243 1.0 -19.68544197 19.84234428 19.4772892 1.0 -19.76836777 20.52146912 19.10507965 1.0 -19.97935867 19.78812599 18.74063492 1.0 -19.87560654 19.6289959 18.32319832 1.0 -19.21860313 19.18115616 18.69587517 1.0 -19.73241997 20.36126709 19.77105141 1.0 -19.91012573 19.67931175 18.47627258 1.0 -19.87559319 19.7415905 18.41558075 1.0 -18.37636757 18.97868156 19.68470955 1.0 -19.89183807 19.72195053 19.5285759 1.0 -19.86502266 21.53286362 18.43527412 1.0 -19.91737747 19.7081337 18.7348156 1.0 -19.86997604 19.94278908 19.71999741 1.0 -19.91969299 19.27086449 22.41571045 1.0 -19.75419235 20.51231956 20.13195038 1.0 -19.97685242 19.69190598 18.65292931 1.0 -19.99539185 19.96696854 19.44171906 1.0 -19.62910652 19.47146988 19.11549187 1.0 -19.30461693 19.14559746 18.05589676 1.0 -19.12635612 18.85467911 18.68737984 1.0 -19.84474182 21.38256454 20.01035118 1.0 -19.93753815 19.69343376 19.19137192 1.0 -19.27232361 19.48356628 19.21254539 1.0 -19.76593971 17.99284935 18.14356613 1.0 -19.92719269 20.19528389 19.68226624 1.0 -18.76093102 19.4834938 20.51428604 1.0 -19.99843025 19.65539169 18.04620171 1.0 -19.90653038 20.06155777 19.72475624 1.0 -19.68545151 19.72638321 19.28382301 1.0 -19.97128868 20.04098129 18.63446236 1.0 -19.94968796 19.20532608 18.23010254 1.0 -18.81096458 18.90882492 19.20626068 1.0 -19.4609642 19.69826126 18.14408684 1.0 -19.86351204 20.61108971 20.38680649 1.0 -19.98744583 19.79412651 18.45530701 1.0 -19.90663719 19.28707123 17.86516953 1.0 -19.37221527 19.52453613 19.25984955 1.0 -19.66339302 19.29260254 17.81113052 1.0 -19.62055779 19.34825134 18.01031685 1.0 -19.59596634 19.69719315 18.96082687 1.0 -19.92609787 19.80259323 19.4188652 1.0 -19.8034153 19.80133438 18.50216675 1.0 -19.25048828 19.26098633 18.36629295 1.0 -19.93112183 20.34617805 19.69644356 1.0 -19.62648201 19.580616 19.29782295 1.0 -19.2476368 18.61993599 21.28507423 1.0 -18.35461998 19.46402359 20.57723999 1.0 -19.89683533 19.9490509 18.8448391 1.0 -19.93743134 19.97603416 18.28410912 1.0 -19.87226677 21.84150124 21.94529724 1.0 -19.39069176 19.3830204 18.48495293 1.0 -19.83988953 20.24775505 19.88619423 1.0 -18.96445084 19.58523941 19.27592468 1.0 -19.50331306 19.46363831 18.36707306 1.0 -18.66418839 18.75558281 18.29424095 1.0 -19.95620346 18.85624504 18.49899101 1.0 -18.66323853 18.1300354 15.62658501 1.0 -19.09300804 19.23494339 18.15754318 1.0 -19.51018715 19.69124985 18.73573875 1.0 -19.80444908 20.5375843 16.50993919 1.0 -19.7770195 19.76784325 19.53911018 1.0 -19.65750504 21.44014168 21.37170792 1.0 -19.96122551 20.0366497 19.61052895 1.0 -19.85227966 19.58929634 18.54961395 1.0 -19.26254082 20.30442619 18.57668114 1.0 -19.75955391 19.70163155 18.99816513 1.0 -19.98672104 19.92809296 18.92931938 1.0 -19.938694 19.8743782 22.43405533 1.0 -19.4498806 19.54571533 18.41492653 1.0 -19.60074043 20.03836441 18.88983917 1.0 -19.67746735 19.35042381 18.78096199 1.0 -19.93362617 19.72652817 18.41516113 1.0 -19.62887383 20.0093441 19.2681694 1.0 -19.90796089 20.14211845 19.63672447 1.0 -19.84820747 20.1230011 18.83301735 1.0 -19.78607559 20.35415268 18.79793549 1.0 -19.89213371 20.43501472 18.98251152 1.0 -19.04391098 18.37743759 17.66422081 1.0 -19.50795746 19.87791634 18.76681519 1.0 -19.96401596 19.01978111 18.7145462 1.0 -19.81650925 19.93317032 19.468256 1.0 -19.11281967 19.05241203 17.861269 1.0 -19.84602737 20.36281013 19.93304443 1.0 -19.34506035 19.58411217 21.75208664 1.0 -19.0716877 20.46397018 21.63402557 1.0 -19.85124588 21.25919914 21.21800804 1.0 -19.88248634 19.93551445 19.81268311 1.0 -19.51964569 19.31501198 18.05646515 1.0 -19.17498779 19.180439 18.62574387 1.0 -18.74770355 19.17730331 18.35251045 1.0 -19.04876137 19.03901482 18.5123539 1.0 -19.70253944 19.84861755 19.38027763 1.0 -19.28207779 19.45379639 18.31631279 1.0 -18.84043312 18.87641525 18.47436142 1.0 -19.79489517 19.90534782 19.59340477 1.0 -19.80150032 20.21073341 19.21349716 1.0 -19.8730793 20.22380638 19.95025063 1.0 -18.64868927 18.67000008 18.064991 1.0 -19.83387184 20.14038467 20.01277924 1.0 -19.78745651 19.72072983 19.70002556 1.0 -19.90471458 19.79555702 18.65851212 1.0 -19.15483284 19.56185341 18.62900352 1.0 -19.95105362 19.97924042 18.45002365 1.0 -18.65299416 18.49171638 18.43292046 1.0 -19.85699081 19.70701981 19.20258141 1.0 -19.58639908 19.67540741 18.46183586 1.0 -19.77987671 19.55447006 18.69540787 1.0 -19.18718529 19.23534584 18.53807831 1.0 -19.34041214 21.26028252 21.72457695 1.0 -19.576231 20.05064011 19.43495369 1.0 -19.70562553 19.86610222 19.45856857 1.0 -19.80080986 19.89172745 18.69647217 1.0 -19.70996475 19.59266472 17.00006866 1.0 -18.51209259 18.70464325 17.94547844 1.0 -18.81688118 20.40984726 20.93030357 1.0 -19.93969536 19.92235756 19.47288132 1.0 -19.55024719 19.43190575 18.12709236 1.0 -19.46128082 19.9258194 18.94192314 1.0 -18.30784035 19.53907585 18.99347305 1.0 -16.87106133 16.74468994 18.65081406 1.0 -19.81935883 19.80964851 19.38215065 1.0 -19.8455162 19.88189888 18.95730209 1.0 -18.11926651 17.26929665 24.28847504 1.0 -19.6273613 19.7553215 19.20255852 1.0 -19.42074966 19.3275795 18.43663216 1.0 -19.94509315 20.23846054 19.94240952 1.0 -19.61826134 19.56896973 19.35600853 1.0 -19.82847214 19.69818497 18.49721146 1.0 -19.61957169 19.44225883 18.18178368 1.0 -19.81205368 19.75515938 18.54801941 1.0 -19.47863388 19.81698608 19.1876545 1.0 -19.07655525 19.14240837 18.44148254 1.0 -19.49968719 19.3251915 18.71713066 1.0 -19.32368088 18.95718384 17.85781479 1.0 -19.82299232 19.67801857 18.73364258 1.0 -19.98157501 19.89910889 19.5671711 1.0 -19.66265106 19.52194405 19.25321198 1.0 -19.55366135 19.44727325 18.63127708 1.0 -19.95575714 18.70853806 17.92317772 1.0 -19.99417305 20.16530418 19.24165154 1.0 -19.04127312 18.95041084 18.45410919 1.0 -19.88438988 19.87356567 18.86844826 1.0 -19.77254486 19.70101738 18.68365288 1.0 -19.85560417 19.92381477 19.54508972 1.0 -19.36318016 19.41772079 18.30705452 1.0 -19.96896744 20.08231926 18.81257057 1.0 -19.4966507 19.79674339 18.65149498 1.0 -19.7017746 19.85667992 19.83702278 1.0 -19.80620193 19.72337151 19.16184616 1.0 -19.24507713 20.21888161 19.56919479 1.0 -19.96481705 20.04876328 19.68601036 1.0 -19.74034119 19.80268288 18.99495125 1.0 -18.46000862 18.35317802 17.85822296 1.0 -18.9129715 18.9209404 18.36923981 1.0 -18.80199432 18.78626633 18.24070549 1.0 -18.77812195 18.80483437 18.34127235 1.0 -19.14027023 19.25045586 18.36968994 1.0 -18.82720757 19.41930389 20.58262634 1.0 -19.60982132 21.42821884 21.51447296 1.0 -19.5405159 19.50907326 19.09400368 1.0 -19.92069817 19.89432144 18.52063179 1.0 -19.82704926 20.25339699 19.7206192 1.0 -19.81263351 20.86367607 20.09247017 1.0 -19.98765945 20.31310844 19.21574211 1.0 -19.58888435 19.45076752 18.73399544 1.0 -19.5085125 19.34632492 18.21384048 1.0 -19.99331093 20.302845 20.02757263 1.0 -19.63706017 19.86484146 19.74762535 1.0 -19.76916313 19.78879356 19.51608849 1.0 -19.62967873 19.2796402 17.76204491 1.0 -19.65401459 19.7339325 19.37919617 1.0 -19.85698128 19.84114075 19.54131699 1.0 -19.8856411 19.9683876 19.60444832 1.0 -19.28339005 20.04452324 20.46499825 1.0 -19.96309471 20.09291458 19.94550514 1.0 -19.93173599 19.18462944 22.07705688 1.0 -19.65109062 19.25037766 18.45552635 1.0 -19.9572773 20.28449059 19.61248207 1.0 -19.96365738 21.25745773 20.7023735 1.0 -19.85347176 19.80795288 19.59356117 1.0 -19.97143173 20.02240944 19.47982407 1.0 -19.52791977 19.42641068 18.25886726 1.0 -19.91218185 19.90333748 19.71095276 1.0 -19.4211483 19.63087463 19.10629272 1.0 -19.67928123 19.77977753 19.46278191 1.0 -19.90172386 19.8939209 18.93502808 1.0 -19.36777878 19.71329308 19.3325634 1.0 -19.95729637 18.36418533 20.62654305 1.0 -19.29951859 20.2242527 22.08998871 1.0 -19.93081474 20.65875816 20.47276497 1.0 -19.80537415 19.57971382 18.34884071 1.0 -19.75016785 19.75526619 18.96709442 1.0 -19.68884087 19.57969284 18.58872032 1.0 -19.40577316 19.00810432 18.74827576 1.0 -19.73265076 21.65527344 21.35071564 1.0 -19.74655533 19.94242287 19.20142174 1.0 -19.48484993 19.24288559 17.75994301 1.0 -19.98476791 19.98163033 18.82266617 1.0 -18.23026466 17.26912308 18.19460678 1.0 -19.74943542 19.75555038 19.39084244 1.0 -19.45880508 19.61960793 19.15177917 1.0 -19.72701836 19.87583542 18.56357193 1.0 -18.54751778 18.17770195 18.03849602 1.0 -19.88491058 20.52926254 19.97359276 1.0 -19.80961418 19.82564545 19.06457329 1.0 -19.43310356 19.79806328 19.31447601 1.0 -19.1410656 19.23054504 18.86735153 1.0 -19.05724907 19.90772057 19.85693359 1.0 -19.68981552 19.7334137 19.3192997 1.0 -19.08903122 18.80888176 19.02560616 1.0 -18.57047462 19.51026535 19.40058136 1.0 -19.54286957 19.99138069 19.77755737 1.0 -19.9865303 19.79096413 18.66473579 1.0 -19.57552719 19.91115379 19.80842972 1.0 -19.7443409 19.77264977 19.3445816 1.0 -19.99970055 19.76256943 18.73461342 1.0 -19.64473915 19.80780602 19.48753548 1.0 -19.95768166 19.78959846 19.06577873 1.0 -19.33040428 19.31650352 18.96821022 1.0 -19.10974312 19.35755157 19.12190437 1.0 -19.37825966 19.74069977 21.7144146 1.0 -19.67950821 19.70692825 19.4491539 1.0 -19.6137104 19.79019928 18.79493523 1.0 -19.75222397 19.91573143 19.5971241 1.0 -19.6871376 19.56700706 19.1776104 1.0 -19.52635193 19.29213905 19.08080292 1.0 -19.69174576 19.68644142 18.74253082 1.0 -19.9921093 19.99806213 19.50167465 1.0 -19.76901627 19.8335495 19.44034195 1.0 -19.6282444 19.99305344 18.75894356 1.0 -18.63587952 18.70181847 18.33441544 1.0 -19.73783875 19.36288261 18.81084633 1.0 -19.90610504 20.06570435 19.35227203 1.0 -19.99634171 20.01983833 19.54164886 1.0 -19.83109856 21.59583282 19.81270027 1.0 -18.78396797 17.98448181 17.88889694 1.0 -19.01933479 19.34885979 19.19299698 1.0 -19.1463604 19.39053345 19.59872818 1.0 -19.10236168 19.83441734 19.21664429 1.0 -19.40805244 19.83039284 18.82473373 1.0 -19.58341217 18.69108772 18.68369484 1.0 -19.69696426 19.90699577 19.61986351 1.0 -19.88559341 19.70812988 18.59133339 1.0 -19.88173103 20.17565727 19.7265625 1.0 -19.90118599 20.61056328 19.37177467 1.0 -19.72293663 20.15257263 19.5363121 1.0 -19.83481026 19.77810478 19.52731514 1.0 -19.95899963 18.64488411 18.68810272 1.0 -19.23615646 19.23442459 18.21142769 1.0 -19.66055298 19.74100494 18.87223244 1.0 -19.9217453 19.49654388 18.63598442 1.0 -19.56994629 19.45703125 18.17928505 1.0 -19.0894165 19.2661705 18.73891258 1.0 -18.62427139 18.63117981 17.98124695 1.0 -18.73211288 19.32354736 20.23200035 1.0 -19.71915054 19.30912399 18.22366905 1.0 -19.94839668 20.01493835 19.59825706 1.0 -18.05035782 19.04752159 19.66703033 1.0 -19.97414207 19.88514709 18.77621269 1.0 -19.90149498 20.83944893 18.90144348 1.0 -19.47643089 19.57813072 18.49417114 1.0 -19.73558235 19.76390648 19.35342979 1.0 -19.91622925 20.12556839 19.66119766 1.0 -19.54155922 20.12784958 19.95095634 1.0 -19.92051315 20.21270561 21.29008484 1.0 -19.97760391 19.9971199 19.52810669 1.0 -19.97580338 20.56850243 20.51827812 1.0 -19.31744957 18.81730461 18.32078362 1.0 -19.92381477 20.27305603 20.7230854 1.0 -19.5929451 19.15001488 24.20735931 1.0 -19.74903107 19.22963333 19.997509 1.0 -19.1714077 19.52202797 18.56964684 1.0 -18.87610245 19.23791313 18.66058922 1.0 -19.28740311 19.72032738 18.68531609 1.0 -19.84201241 20.17015839 19.41533661 1.0 -19.60370827 19.91697502 19.4233532 1.0 -19.87282562 19.98897362 19.34790421 1.0 -19.92900848 19.88928986 18.74170494 1.0 -19.94176102 19.76958656 19.32704544 1.0 -19.94802284 20.10969353 18.886446 1.0 -19.79767227 18.91875267 23.16431999 1.0 -19.51471519 20.57628441 19.96990013 1.0 -19.63988304 19.78651428 19.43293571 1.0 -19.53509331 19.87596512 20.37490845 1.0 -19.95039558 19.46746445 19.53200531 1.0 -19.97998238 19.98516273 19.56790733 1.0 -19.04892159 19.25984001 18.13792992 1.0 -19.60978699 19.79821014 21.38555908 1.0 -19.19523621 19.09268951 18.5008812 1.0 -19.70951462 19.73662758 18.59126282 1.0 -19.42833328 19.78990936 19.15941048 1.0 -19.75945663 19.84178734 19.45853615 1.0 -19.70491791 19.97122002 20.11136246 1.0 -19.22902298 18.98441505 18.23491287 1.0 -19.27344131 19.2407341 18.39227676 1.0 -19.62792206 19.50636101 18.49670982 1.0 -19.80673599 19.92242241 19.64204979 1.0 -18.96080208 18.65904808 17.7837429 1.0 -19.8720417 20.48024178 20.37810135 1.0 -19.76978874 19.88709068 20.14953232 1.0 -19.07164574 19.9617939 19.02113914 1.0 -19.40565681 19.98842239 18.93177032 1.0 -19.25991058 19.27562904 18.13374901 1.0 -19.73330879 19.77049065 19.45689774 1.0 -19.83456421 19.36310005 18.07988548 1.0 -19.23736572 19.35591316 17.99209595 1.0 -19.30785751 19.18741608 19.21294975 1.0 -19.83648872 19.01867867 18.62404633 1.0 -19.26130486 19.28162003 18.21940804 1.0 -19.984972 19.86195946 18.82378006 1.0 -19.88239288 20.10577965 19.51013947 1.0 -19.73706627 19.71299362 18.53847694 1.0 -19.81632805 19.11338997 19.08874512 1.0 -19.67119026 19.3040657 17.98276329 1.0 -19.76029968 19.48203659 18.37513924 1.0 -19.90754128 20.94039154 22.03729057 1.0 -19.12841606 19.45554543 19.20054626 1.0 -19.70097351 19.92563057 19.66815758 1.0 -19.90045166 20.04312706 18.9601326 1.0 -19.98350334 20.11441994 18.97621155 1.0 -19.86044502 20.14504242 19.38695908 1.0 -19.95435524 19.91000938 18.32611084 1.0 -19.60549545 19.47524643 19.32244682 1.0 -19.71587372 19.75883675 18.4983139 1.0 -19.1621685 20.00190353 19.46810913 1.0 -19.91173553 20.33670425 20.3116951 1.0 -19.38016319 19.31895447 18.21507454 1.0 -19.83870697 19.75376701 19.49416161 1.0 -19.86886978 20.10617256 19.73274231 1.0 -19.86707115 19.71265984 18.99697495 1.0 -19.9490509 20.25131035 19.6760025 1.0 -19.9578495 19.96873283 19.54175949 1.0 -19.26185989 18.32786179 18.16162872 1.0 -19.56925964 18.31269455 17.08796501 1.0 -19.99437523 19.99774551 18.93585014 1.0 -19.84996796 20.02484894 19.57907295 1.0 -19.46673393 20.10403824 19.32490921 1.0 -19.99173927 19.18330383 18.57024384 1.0 -19.62015152 19.76499176 19.21177292 1.0 -19.91775131 20.20519447 22.00652695 1.0 -19.80466461 19.95738411 19.62902641 1.0 -19.85356903 20.28915977 20.30095482 1.0 -19.82080269 19.82057571 19.4881897 1.0 -18.85391808 18.71671677 18.77781868 1.0 -19.38372231 19.2165432 18.28415298 1.0 -19.95373344 19.84353256 18.08415604 1.0 -19.85180092 19.90159035 18.8495903 1.0 -19.64044189 20.2881546 20.01424408 1.0 -18.6795063 18.64243126 18.08721161 1.0 -19.88654518 19.81968117 18.51066399 1.0 -19.90286636 19.96137619 19.53009033 1.0 -19.86672783 21.29547501 21.81870842 1.0 -19.97136116 21.78808212 20.49994469 1.0 -19.67094994 19.64062691 18.55070686 1.0 -19.80689049 20.00240517 19.54225159 1.0 -19.55323219 19.66814804 19.11386681 1.0 -19.13703537 19.06638336 17.85573387 1.0 -19.54568291 19.56899261 21.43750954 1.0 -19.61409187 19.71076584 19.12050247 1.0 -19.75447845 19.87187004 19.51749611 1.0 -19.65474701 19.72569847 19.31992912 1.0 -19.65642166 20.05655861 19.52661324 1.0 -19.79205132 19.50886154 19.09704208 1.0 -19.93753242 19.86001778 19.50246048 1.0 -19.90331841 20.03294563 19.3140316 1.0 -19.58621788 19.41172981 17.99694252 1.0 -19.37934875 20.52532387 22.03774452 1.0 -19.89501381 19.93478394 19.09492111 1.0 -19.43619347 19.10339928 18.35112953 1.0 -18.86662865 20.5431881 17.99557495 1.0 -17.92790222 17.69817352 17.5174427 1.0 -19.84519958 19.36764526 22.29289436 1.0 -19.77856255 19.47549057 18.68151855 1.0 -19.87285042 19.78357124 18.39184761 1.0 -19.62651062 19.69181633 19.23411369 1.0 -18.08471107 17.97550392 16.53877449 1.0 -18.87789536 18.40591049 19.16590691 1.0 -19.46748924 19.57764244 18.43754959 1.0 -19.80441856 19.82120514 18.54791832 1.0 -19.8948822 19.97723579 19.5067997 1.0 -19.00507927 19.31252289 18.50516891 1.0 -19.72442436 19.77460861 19.48119164 1.0 -19.57058716 21.41039848 21.35359383 1.0 -19.19779587 19.7176857 17.58657265 1.0 -19.77644157 19.76614952 18.16682816 1.0 -18.93464851 18.73662186 18.06396294 1.0 -19.98828316 20.05410004 19.78362274 1.0 -19.47419739 19.10574341 17.92601395 1.0 -19.59667397 19.67819023 19.2965374 1.0 -19.99591255 19.9310379 19.78997612 1.0 -19.09267044 19.18053818 18.68464088 1.0 -19.86977959 19.93432808 19.67101479 1.0 -19.16541862 19.25137329 18.35068703 1.0 -18.53651047 18.80365372 17.88955498 1.0 -19.98130608 19.9412365 19.5516777 1.0 -19.09123802 18.94510078 18.22819901 1.0 -19.97263527 20.01150703 19.44459534 1.0 -19.16581726 19.36268234 18.85585403 1.0 -18.50023842 18.105299 24.57688332 1.0 -19.27370834 19.31816483 18.12472725 1.0 -19.04143333 18.96228218 17.89321518 1.0 -19.51186371 20.2229538 19.76744652 1.0 -19.62114716 19.2114315 17.90850449 1.0 -19.60737991 19.66127586 19.27313423 1.0 -19.34051704 18.98087311 18.40580177 1.0 -19.7994957 19.33380508 18.1391201 1.0 -19.15019608 19.04844093 17.8495636 1.0 -19.68155289 18.72616959 18.26660728 1.0 -19.09849358 19.57275009 19.94299316 1.0 -18.10601044 19.21704865 19.62666512 1.0 -19.94932747 18.31790543 18.85908508 1.0 -19.89924431 20.13012505 19.62932968 1.0 -19.7986908 19.65585327 18.66196823 1.0 -18.98886108 19.31332016 18.84961891 1.0 -19.56765175 19.68556976 18.463377 1.0 -19.75199509 19.86893845 19.40449715 1.0 -19.91596603 19.30565453 18.14467239 1.0 -19.76946831 19.73810959 18.98917961 1.0 -19.97556686 19.77666092 18.77684212 1.0 -19.69387817 19.93181038 19.39632607 1.0 -19.82190514 19.9749012 18.88418961 1.0 -19.33542252 19.37669754 18.21824455 1.0 -19.91814995 20.136549 19.28265953 1.0 -19.94472122 20.22538185 19.28817558 1.0 -16.74393654 16.26025963 16.75047684 1.0 -18.29869461 19.0131073 18.4170723 1.0 -19.79786491 19.00792503 16.95545959 1.0 -17.31470299 16.89636612 16.82839012 1.0 -19.77036285 19.95788956 19.83215141 1.0 -19.07491684 19.83161926 19.73039436 1.0 -19.42969704 19.12750626 17.80689621 1.0 -19.98895645 20.38518524 18.97027969 1.0 -19.71669769 18.99162292 17.63690758 1.0 -19.89150429 19.69923782 19.24751663 1.0 -19.31586075 19.11054802 18.0359745 1.0 -19.49467087 19.4715519 18.48364639 1.0 -19.91396904 20.96525002 18.89360428 1.0 -19.8938942 20.09626579 19.82847023 1.0 -19.95748901 19.61745071 18.30134964 1.0 -19.86420822 20.03351212 20.17669106 1.0 -18.73411942 20.31738472 18.85781479 1.0 -18.71204758 19.15029907 18.9601593 1.0 -19.94126511 20.15540504 19.01243973 1.0 -19.38920212 19.24424171 18.48753738 1.0 -19.15729523 19.1358223 18.67144966 1.0 -19.81690025 19.93966484 19.6685791 1.0 -19.39578056 19.4980278 18.01298714 1.0 -19.09754372 19.14652634 18.02175713 1.0 -19.93605232 20.63117981 19.25283432 1.0 -19.49713135 19.43042755 18.69323921 1.0 -19.52918816 19.47366333 18.05870628 1.0 -19.04526711 18.90213203 17.63569069 1.0 -19.62758255 19.70305824 19.39365768 1.0 -19.89161873 19.92289925 19.25994301 1.0 -19.97992516 19.85608101 19.48389816 1.0 -18.74057579 18.78414154 18.17075348 1.0 -19.92235565 20.00146866 19.45118332 1.0 -18.49139595 18.89219475 18.50492096 1.0 -19.6602993 20.39400291 22.39372253 1.0 -19.98729324 20.43036461 19.80532646 1.0 -19.70320702 19.02433968 18.11693573 1.0 -19.87969208 19.60978508 18.08228302 1.0 -19.66976929 19.78774452 20.03256416 1.0 -18.63241768 18.81843567 18.38208961 1.0 -18.92040253 19.25035477 18.9584446 1.0 -19.73537064 19.60019112 20.96269417 1.0 -19.89194107 19.87255859 18.44693375 1.0 -19.92865944 19.92518044 18.98774529 1.0 -19.30692291 19.6831398 19.06509399 1.0 -19.8017025 19.63893318 18.31169701 1.0 -19.65169525 19.46688461 18.50786591 1.0 -19.6622467 18.97853088 18.47948647 1.0 -19.89737701 18.44129181 17.67184067 1.0 -19.26366043 19.51625443 18.06219292 1.0 -19.37087822 19.22216415 18.03446579 1.0 -18.82266426 18.64605141 18.00722313 1.0 -19.68383598 19.35991859 20.30762863 1.0 -18.73381615 19.13900375 18.68480492 1.0 -19.76941872 18.99640274 18.62598991 1.0 -19.69555092 19.69631386 18.83541107 1.0 -19.56873894 19.60498428 18.70887375 1.0 -19.68414879 19.60917664 19.13751793 1.0 -19.88857651 19.41869545 18.29625702 1.0 -19.69763565 19.72307014 18.87678528 1.0 -19.4766674 19.24248123 17.43264961 1.0 -19.29707336 19.41657829 19.00214577 1.0 -18.7607975 19.88116264 18.58835793 1.0 -19.86117935 19.70695877 17.97906876 1.0 -19.97576332 19.66858101 18.23542213 1.0 -19.93019485 20.15616608 19.42997742 1.0 -19.93639946 19.30189514 17.35459709 1.0 -19.3603878 19.57081413 19.04988289 1.0 -19.80148125 19.64860535 18.42143631 1.0 -19.89607811 19.87914658 19.61703873 1.0 -19.73731422 19.74136353 18.88360214 1.0 -18.3813324 19.49400711 25.01567078 1.0 -19.62269211 19.92355347 19.33203697 1.0 -19.87711906 19.98604965 19.66546249 1.0 -19.94062233 19.99579048 19.65395355 1.0 -19.8148098 19.79294586 18.58461761 1.0 -19.74124146 21.02897263 20.223423 1.0 -19.79478073 19.85321617 19.36073875 1.0 -19.36020088 19.51723289 18.91347885 1.0 -19.6780262 19.94270325 19.34514999 1.0 -19.92889023 19.61971474 17.78559494 1.0 -19.98795128 19.95324135 19.58490181 1.0 -19.76119614 20.27312279 18.54530716 1.0 -19.56773186 19.56930923 18.71309662 1.0 -19.79878807 19.98415947 18.61738014 1.0 -19.29098892 18.93549728 18.4044857 1.0 -19.39492607 19.34018135 18.73232269 1.0 -19.83015251 19.65687561 19.5703907 1.0 -18.60118484 18.67996216 18.14034653 1.0 -19.39788628 19.26271629 18.28983498 1.0 -19.86676598 20.12921715 18.58247566 1.0 -19.6956768 19.35316086 18.62647057 1.0 -19.28211594 19.65300751 19.80677986 1.0 -19.67919731 19.86497307 19.07624626 1.0 -19.33184624 19.41194153 18.71105194 1.0 -19.66157722 21.35415268 23.00910187 1.0 -19.52964973 20.49961472 20.77573204 1.0 -18.64657974 18.8717823 18.35941696 1.0 -19.83086395 19.48108101 18.35673714 1.0 -19.95588875 21.28203583 18.97199249 1.0 -19.72530746 20.32536316 19.42429924 1.0 -19.66941452 20.15976524 23.31588173 1.0 -19.89979744 19.96280861 19.42841721 1.0 -17.88331032 19.00660706 18.33595657 1.0 -19.86455917 19.49809265 18.45633316 1.0 -19.75126266 19.71416855 19.19343376 1.0 -19.41036415 19.03430557 18.52503586 1.0 -19.99069023 19.89264107 19.74609566 1.0 -19.40241814 18.85771751 21.47844505 1.0 -19.89139557 21.39796829 20.41426277 1.0 -19.45463181 19.64723778 18.92354393 1.0 -19.64781952 19.88637161 20.09817886 1.0 -19.55882263 19.71296692 19.39779854 1.0 -19.92703247 19.77251053 18.66814995 1.0 -19.39217377 19.67913818 19.22442436 1.0 -19.90732002 19.67095375 18.32358742 1.0 -18.44170761 18.47200966 17.64940453 1.0 -19.70842361 20.41145515 19.9152813 1.0 -19.81698418 20.16219521 19.57979202 1.0 -18.84715652 18.44579124 17.90006065 1.0 -19.86899376 20.28323174 19.34231758 1.0 -19.37929153 19.36818695 18.35782051 1.0 -19.95661926 19.90915298 18.48506927 1.0 -19.38116837 19.57651901 18.26379013 1.0 -19.55424118 19.77141571 20.03205109 1.0 -19.24251366 20.32715797 20.02783394 1.0 -19.72416306 19.95790291 18.97227478 1.0 -19.96451759 20.02219963 19.17438889 1.0 -19.80923843 20.05766678 25.34225464 1.0 -19.84362221 19.62414932 18.78474808 1.0 -19.04526329 19.13553619 18.97660065 1.0 -19.87127495 19.90097809 18.97468185 1.0 -19.93720627 19.80819702 18.68133163 1.0 -19.97061539 19.5935421 19.63636398 1.0 -19.72536087 19.51725388 19.76698685 1.0 -19.30218124 20.35778618 20.61625099 1.0 -19.21416664 19.194561 18.68696213 1.0 -18.85212708 18.96260834 18.26207924 1.0 -19.94450378 19.68255806 18.40034103 1.0 -19.96411133 19.6426239 26.22473526 1.0 -18.43293571 17.07368279 16.97732544 1.0 -19.87394333 19.666399 18.79295731 1.0 -19.60109711 20.53827477 19.29567719 1.0 -19.98456764 19.77232742 17.79704475 1.0 -19.74676323 19.55033875 19.24905014 1.0 -19.29630089 20.10419655 20.01546478 1.0 -19.4586277 19.66521645 19.35281181 1.0 -19.27981758 19.19630241 18.10614967 1.0 -19.98497581 20.08826828 19.66856956 1.0 -19.6080513 19.90395737 19.04135704 1.0 -19.6490097 19.63848686 19.1925602 1.0 -19.23893166 19.52711487 18.56435585 1.0 -19.10815239 18.97309303 18.22835922 1.0 -19.14941788 19.45321465 18.83424377 1.0 -19.92484665 19.90073204 19.61368179 1.0 -18.7263546 19.39381409 18.31876945 1.0 -18.4955616 18.57343674 17.91182327 1.0 -19.2436924 18.90324402 20.05427361 1.0 -19.38295937 19.33750343 18.16290283 1.0 -19.8024292 20.08501625 19.77699852 1.0 -19.67325401 19.47719955 18.60173607 1.0 -19.85751534 19.77445602 18.99540329 1.0 -18.84906006 18.88115883 18.39267349 1.0 -19.52868843 19.41070938 18.91047478 1.0 -19.99173164 19.96030045 18.99995041 1.0 -19.9911232 20.02340508 19.60655975 1.0 -19.49258423 19.00403595 19.24288559 1.0 -19.89616585 19.4326973 17.81433296 1.0 -19.72829437 19.69434357 18.6498394 1.0 -19.92909241 19.7009716 18.51711273 1.0 -19.91451645 20.07874489 19.90496635 1.0 -19.00774002 19.20011902 18.10552597 1.0 -18.40240097 20.38344955 21.64700127 1.0 -19.92800903 19.81334877 22.83765221 1.0 -19.82939529 20.25555992 19.86467743 1.0 -19.94954109 20.00446701 18.98158264 1.0 -19.5845871 19.71959877 18.38594818 1.0 -19.96266747 19.96888161 19.61566162 1.0 -19.08511734 19.09325981 19.35887527 1.0 -19.48780441 19.18486404 18.63234711 1.0 -19.27523232 19.56161308 18.16425896 1.0 -19.66287041 19.59949493 18.64144897 1.0 -19.0424633 19.4473896 22.16685867 1.0 -19.43158913 19.57213974 19.0536747 1.0 -19.01774597 19.40312195 19.2471962 1.0 -19.8891716 19.85853004 18.53894615 1.0 -19.97258377 19.43558502 17.65122604 1.0 -19.67469406 19.40979958 18.61763763 1.0 -19.92498589 20.72599983 20.58346939 1.0 -19.52067375 19.74113083 18.99825859 1.0 -19.16609383 19.30678177 18.0737896 1.0 -19.8913784 19.7559166 19.00667381 1.0 -19.58398247 19.71902084 19.0723629 1.0 -19.31602859 18.76994133 19.31075668 1.0 -19.99328232 19.97678566 19.99107361 1.0 -19.29558754 19.69211388 19.67435837 1.0 -18.87607384 19.83356667 18.53572083 1.0 -19.41540527 19.79200363 19.20586586 1.0 -18.86146164 19.05813599 18.54437828 1.0 -19.68531418 19.54170036 18.94120026 1.0 -19.8182106 19.93276787 19.44204903 1.0 -19.97601128 19.88769341 18.67076683 1.0 -19.25643158 18.77919388 18.49212074 1.0 -18.87091637 18.83302307 18.00443459 1.0 -19.79514122 18.97942162 18.36069489 1.0 -19.88109779 19.93379021 19.65033913 1.0 -19.91201782 20.08011818 19.66038513 1.0 -19.9501667 19.14626503 18.72225761 1.0 -19.9454174 19.83610725 19.3750515 1.0 -19.93165588 19.94182777 19.78416824 1.0 -19.91459084 19.47784805 20.29157448 1.0 -19.64408112 19.55591774 19.00254822 1.0 -19.90532875 20.01411819 19.48101807 1.0 -19.84169388 19.85736084 19.63004875 1.0 -19.9192524 19.99335861 19.54375648 1.0 -19.73505211 19.77466393 19.3064003 1.0 -19.660923 19.44215584 19.83496094 1.0 -19.42506218 19.6629715 19.14599228 1.0 -18.89296532 19.01996422 18.42510223 1.0 -19.53487778 19.25870514 19.09787369 1.0 -18.11596107 18.85507965 18.00824356 1.0 -19.67576981 19.40010643 19.00117683 1.0 -18.55101204 18.73626518 18.32435226 1.0 -19.6688385 19.87757874 19.4009552 1.0 -19.87185669 20.0669899 19.22410011 1.0 -19.98799896 19.71502304 18.1840992 1.0 -19.69747353 20.41867256 22.03172684 1.0 -19.95779991 20.08020973 19.16418076 1.0 -19.86221695 19.76694107 19.32901573 1.0 -19.35706139 18.50178337 18.41824532 1.0 -19.33823967 19.32882309 18.93419838 1.0 -19.80003929 19.80191612 19.42222977 1.0 -19.27010918 19.74675941 19.19343376 1.0 -19.14461899 19.24432564 18.91493416 1.0 -19.69465256 19.38785553 18.72661591 1.0 -17.7459774 17.95755005 17.8121109 1.0 -17.59933853 19.36248016 19.42705345 1.0 -19.98327827 19.62696838 18.47483253 1.0 -17.53555107 18.09272194 17.59900665 1.0 -19.94082069 19.99847984 19.72630882 1.0 -18.65259743 18.61349106 18.13495827 1.0 -19.84705162 19.9737072 18.41283989 1.0 -19.83434868 19.98196602 19.67079353 1.0 -19.88676071 19.96256447 19.67372894 1.0 -19.89307785 20.03528786 19.89606476 1.0 -19.68641281 19.7737751 19.31810951 1.0 -19.89017487 19.89697456 18.8253479 1.0 -19.76132393 19.72232819 19.43582344 1.0 -19.04735947 18.63521385 17.89495087 1.0 -19.54931641 19.3338604 18.33557701 1.0 -19.94803429 19.55124092 18.26435852 1.0 -19.79545975 19.77138519 19.34857941 1.0 -19.80888939 19.75049019 19.52256966 1.0 -19.94449806 19.74641037 18.45871353 1.0 -18.83102226 18.77878952 18.19586372 1.0 -19.79646301 20.86141586 21.58072281 1.0 -19.93842697 19.83260155 19.57274628 1.0 -18.89013863 20.41393471 20.14826965 1.0 -19.53288078 19.42782402 18.27766418 1.0 -19.04058838 19.12703896 18.35076332 1.0 -19.12935829 18.92132378 18.23260117 1.0 -19.95437241 19.8928299 19.31029129 1.0 -19.55111885 20.20713425 20.4383316 1.0 -19.89355469 19.77575493 18.74141312 1.0 -19.72827148 19.88408852 18.24111938 1.0 -19.91885376 19.97554398 19.42810249 1.0 -19.71076584 19.95877647 19.48729324 1.0 -19.66423416 19.54988289 18.3374157 1.0 -19.69468117 19.31925583 18.19036293 1.0 -19.08869743 19.17513847 19.14698792 1.0 -19.7702198 19.4600563 19.06454468 1.0 -19.71861839 19.43643761 18.040905 1.0 -19.72955322 19.36684608 18.06840515 1.0 -19.9111042 20.12416267 19.82077789 1.0 -19.45494843 18.96948433 17.85925865 1.0 -19.93559265 19.84445953 19.54481316 1.0 -19.47710609 19.56395531 19.05238342 1.0 -19.01177979 19.16092682 18.32800674 1.0 -18.62096786 18.9518013 18.06422997 1.0 -19.97854614 20.70043373 20.54641724 1.0 -18.89259148 19.15254211 18.38537598 1.0 -19.36533737 19.49728966 19.01591682 1.0 -19.47517967 18.88531303 17.30812645 1.0 -19.85682106 20.0004406 19.60984993 1.0 -19.26058197 20.42925644 21.16713524 1.0 -19.90240479 19.49317551 21.33955574 1.0 -19.58296776 19.59553909 18.36894035 1.0 -19.09277344 18.72264099 19.96277428 1.0 -19.54716873 20.0349369 18.9700737 1.0 -17.03483009 16.95670128 17.35282898 1.0 -19.85242653 19.84972763 19.49486923 1.0 -19.91890717 21.0767498 18.40533829 1.0 -18.78472137 18.95099258 18.33658791 1.0 -19.85279846 19.73609161 18.64686203 1.0 -19.92502594 19.4672966 20.38277245 1.0 -19.1391449 19.21626854 18.03755569 1.0 -19.89756584 20.03557205 21.1356678 1.0 -19.81117249 21.32229424 21.2949276 1.0 -19.38620377 19.58898354 19.25779152 1.0 -19.92353439 19.90247345 18.57499695 1.0 -19.96667862 19.89061737 18.82617378 1.0 -17.98838043 18.73667526 19.16790771 1.0 -19.76435852 19.87310791 19.60163307 1.0 -19.17407227 18.53471184 18.05711937 1.0 -19.26416206 19.31901169 19.09310913 1.0 -19.98179245 20.71388245 20.4773159 1.0 -19.58242989 20.84507561 20.53697777 1.0 -18.35422134 18.77010345 17.91140938 1.0 -19.74024391 19.72719002 19.06650162 1.0 -19.90286636 19.36162949 17.43888283 1.0 -19.92189789 20.2165966 19.79423904 1.0 -19.97471809 20.04357719 19.0964756 1.0 -19.91245461 19.78332138 18.33737373 1.0 -18.72098351 18.78020668 17.91931725 1.0 -19.78739357 19.59588623 18.4709301 1.0 -19.75640488 19.77858162 18.64975166 1.0 -19.97798538 20.27194595 19.0489521 1.0 -19.66768837 19.05797386 17.71853256 1.0 -19.57179451 20.21941566 18.88156128 1.0 -19.9229908 19.81169701 18.5550499 1.0 -19.26844025 19.49148369 19.13869858 1.0 -19.50555229 19.71921158 19.62066269 1.0 -19.96399879 19.77787781 19.4104557 1.0 -19.04839897 19.29353333 18.72221375 1.0 -19.69713211 19.82502365 18.87805557 1.0 -19.62076378 19.73664856 19.20748711 1.0 -18.80627823 19.03546715 18.37255669 1.0 -18.61121178 19.15015984 18.0397644 1.0 -19.31085014 19.59974289 18.86853981 1.0 -19.85599518 19.68381882 18.43327332 1.0 -19.95150948 20.0819149 19.55694389 1.0 -19.52375793 19.83901978 19.30181313 1.0 -19.65613174 18.80314827 18.90613747 1.0 -19.97855949 19.69819641 17.99644089 1.0 -18.85624313 18.78651047 17.57763481 1.0 -19.82049179 19.54754257 18.62915039 1.0 -19.55574989 19.44837952 18.49786568 1.0 -18.94229507 19.26514244 18.87844086 1.0 -19.89994049 19.8687191 18.75990868 1.0 -19.93440628 19.50522423 18.32766724 1.0 -19.94185257 19.89151382 18.60757637 1.0 -19.91269493 20.06029701 19.71960449 1.0 -19.58839989 19.75685883 18.54940796 1.0 -18.56046295 18.62306595 18.01012993 1.0 -19.21723175 19.29789162 18.59223747 1.0 -19.40424538 19.69255257 19.00392723 1.0 -19.64647293 19.4273777 18.56431198 1.0 -19.99799538 19.93519211 19.47694206 1.0 -18.63801765 18.8253994 18.47079659 1.0 -19.6817112 19.95168495 19.53596497 1.0 -19.94728851 19.68338776 18.52565384 1.0 -19.56275368 20.31799126 19.14503288 1.0 -19.71172333 20.07308197 19.70099258 1.0 -18.85819817 18.77344704 18.37824249 1.0 -19.17383385 19.19587898 18.66404724 1.0 -19.44057083 19.57738304 18.87820816 1.0 -19.99037552 19.84461403 18.65626144 1.0 -19.12823868 19.15385818 18.36000252 1.0 -18.84063148 18.76920891 18.08072853 1.0 -19.7980957 19.258461 18.48316765 1.0 -17.93055916 17.8339119 17.7895031 1.0 -19.53373146 19.53366089 18.12280083 1.0 -19.61772728 19.76690292 18.30620956 1.0 -19.5838623 19.9185524 21.58814812 1.0 -19.42299461 19.54073524 19.25802803 1.0 -19.43047142 19.50439644 18.37557602 1.0 -19.54648781 19.57799911 19.21933365 1.0 -19.83772087 19.62724304 19.01084709 1.0 -18.90393066 18.99491119 18.15300751 1.0 -18.83838081 18.87304115 18.02265358 1.0 -19.8487854 19.73887062 18.73598671 1.0 -19.93524933 20.15996361 18.90910149 1.0 -19.50704765 19.6419735 18.77729797 1.0 -18.73694801 19.37665176 20.45446777 1.0 -19.81507301 20.20085144 19.56338692 1.0 -19.19961166 19.32743263 18.47891045 1.0 -19.64318085 19.30550194 24.23424721 1.0 -19.99031067 21.24969673 20.40106392 1.0 -18.73984718 19.18300438 18.47959137 1.0 -19.7801857 19.59197044 18.68517685 1.0 -19.47431755 19.18750191 19.43949699 1.0 -19.66297722 19.65445518 19.19949913 1.0 -19.82773018 18.59502983 18.94616318 1.0 -19.92251015 19.53887939 19.28132057 1.0 -19.55683517 19.77252579 19.78150368 1.0 -19.79391289 19.8556881 19.13426781 1.0 -19.88615799 19.67526054 18.44479561 1.0 -18.22769928 19.45900536 20.72463036 1.0 -19.44379997 19.71220016 18.89458656 1.0 -19.96940994 20.09353065 19.54667473 1.0 -18.05109978 18.82943726 18.71549606 1.0 -19.83928299 20.68935013 20.87306023 1.0 -19.19602013 18.86649323 18.37987518 1.0 -18.53218651 18.81398964 18.11511993 1.0 -19.26273727 19.34110451 18.0489006 1.0 -19.34267616 19.13027191 17.90846062 1.0 -19.07040024 20.86863708 20.93062592 1.0 -18.66850471 18.6719799 18.23757744 1.0 -19.99775696 19.62896729 18.175354 1.0 -19.04721832 19.20839691 17.4539566 1.0 -19.91913605 18.94506264 21.90360069 1.0 -19.93211555 19.48874474 21.99059868 1.0 -19.96656418 20.08891106 19.05977631 1.0 -19.92899323 20.45183372 20.21052742 1.0 -19.86454582 20.11642075 19.77990913 1.0 -19.37957001 20.61901665 19.46670151 1.0 -19.88083076 19.32582474 18.21377754 1.0 -19.67164803 19.92071152 20.83399773 1.0 -19.74392891 19.90496254 19.59985542 1.0 -19.99206543 19.92284203 18.72528839 1.0 -19.62980843 19.90503311 18.94866371 1.0 -19.70524406 19.80588722 18.30618858 1.0 -19.89518356 20.07471848 19.57276726 1.0 -19.77552414 19.43458176 18.07339096 1.0 -19.0351181 19.16945457 18.6085434 1.0 -19.70430946 19.7280674 18.87844658 1.0 -19.4256382 19.6229496 19.33804703 1.0 -19.36133957 17.65774727 16.38666916 1.0 -19.30048752 20.04011154 20.39134789 1.0 -19.7439003 20.98761559 20.75266075 1.0 -18.53805923 18.79854012 17.77500534 1.0 -19.72189331 19.58019257 18.68604279 1.0 -18.79232788 19.17473412 19.27592659 1.0 -19.18401909 20.58435059 20.18211555 1.0 -19.91612434 19.9094677 18.56213951 1.0 -19.02531052 19.29202461 18.83174324 1.0 -19.35771561 19.22291374 17.83162308 1.0 -19.7102375 20.04314423 19.11911392 1.0 -19.33976746 20.15958405 18.95594978 1.0 -19.96121597 20.07196617 19.64374542 1.0 -19.95512581 20.27738762 19.61293411 1.0 -19.95625877 19.84165955 18.08684349 1.0 -18.54342651 17.28612709 17.34034348 1.0 -19.97138596 20.08932877 20.30350304 1.0 -19.11165237 20.54853058 20.52230644 1.0 -18.74986839 18.06501961 20.25692749 1.0 -19.8837719 19.75434303 17.98092079 1.0 -18.77140427 19.00988388 18.5260849 1.0 -19.30326653 19.58182907 18.59566689 1.0 -18.71827888 18.76649857 18.21912193 1.0 -19.85609818 19.32510757 18.95270348 1.0 -19.81406403 19.95578194 19.14571381 1.0 -19.92664146 19.82489204 18.31311607 1.0 -19.98634338 20.44058037 19.893713 1.0 -16.89193916 17.99187469 17.06497383 1.0 -19.30081177 19.28689003 17.79257202 1.0 -19.96504402 19.46730995 18.35507011 1.0 -19.66619682 19.8349781 18.62816811 1.0 -19.83795929 19.56432533 19.00412941 1.0 -19.59049606 19.46836281 17.96660233 1.0 -18.3776226 19.47683907 20.70588303 1.0 -19.90784645 20.0784874 19.19724464 1.0 -19.35784531 20.35547638 19.12512779 1.0 -19.68095779 19.75707436 20.69460297 1.0 -19.82474136 19.17649269 23.14811897 1.0 -19.94321442 18.22819138 18.16459084 1.0 -19.21272087 19.96664238 20.75897026 1.0 -19.70170021 19.11184883 18.47701073 1.0 -19.90805626 19.94711304 19.17123604 1.0 -19.91716385 19.62747383 18.46068001 1.0 -19.83197403 19.86670494 18.67033386 1.0 -19.11055183 19.59452057 19.94691467 1.0 -19.95775986 19.65063095 19.06945229 1.0 -19.64708519 19.58164406 19.25017166 1.0 -19.67738152 19.41141319 18.00521278 1.0 -19.87210846 20.00318718 19.69785881 1.0 -19.92131424 20.33314323 20.00788116 1.0 -19.4127903 19.56540108 18.78697777 1.0 -18.96604729 19.18334198 18.77572823 1.0 -18.88572121 18.87786865 18.1474781 1.0 -19.96526718 19.66111946 18.6975174 1.0 -19.86923409 19.87872887 18.58728218 1.0 -19.92949486 20.07361984 18.2560482 1.0 -19.95547104 19.89582443 18.54060555 1.0 -19.62136269 19.86964417 19.3915081 1.0 -19.707407 19.46729088 17.82938766 1.0 -19.83149147 19.80608749 18.48488045 1.0 -19.94940567 19.80687904 18.97366333 1.0 -19.27570915 20.69210434 19.9856472 1.0 -19.84360504 20.06186485 21.59735298 1.0 -16.64198875 18.56095314 17.47311401 1.0 -19.96404839 20.33031845 20.13175964 1.0 -19.78295708 18.6625061 17.44137001 1.0 -19.95367241 19.34576035 19.71352196 1.0 -19.57074738 20.33912277 19.45383835 1.0 -19.72610474 19.6594944 18.26445961 1.0 -19.80362701 19.45086288 19.50498581 1.0 -19.87733841 19.78997231 19.41369057 1.0 -18.10461617 17.63635826 17.75839424 1.0 -19.23327446 18.86270332 17.42691612 1.0 -19.44857025 19.41174316 18.67286873 1.0 -18.91453743 18.96872139 18.47499847 1.0 -19.97554398 19.69731903 18.20873833 1.0 -19.30402946 19.37274361 18.48049545 1.0 -19.75530434 20.01153946 19.72344589 1.0 -19.89727211 19.97793961 19.41814041 1.0 -19.4218998 19.48050308 18.37634277 1.0 -19.9393177 19.72333717 18.50706863 1.0 -19.72564125 20.5308876 19.84815979 1.0 -19.77835655 19.8820076 19.22085381 1.0 -19.97553253 19.9066906 18.58970261 1.0 -19.94966507 20.10150909 19.12797165 1.0 -19.87246513 19.89676285 19.58139038 1.0 -19.82128525 19.73020172 18.57005692 1.0 -19.84996223 19.60652924 17.81907463 1.0 -19.88827896 20.0027771 19.40831184 1.0 -19.80946732 19.93691254 18.72671127 1.0 -18.56993866 18.0762291 17.97892952 1.0 -17.67544746 17.27622986 16.6730442 1.0 -19.19109535 18.93898773 19.25211716 1.0 -19.89616394 20.10430527 20.06515694 1.0 -19.64322281 19.14060783 18.40685844 1.0 -19.73433685 19.44224548 18.77383232 1.0 -19.6386528 19.27303123 18.04223251 1.0 -19.43052483 19.60746193 19.00966644 1.0 -19.54852867 19.48692513 18.92398453 1.0 -19.95084953 19.95783043 18.42193413 1.0 -19.74846649 20.05855751 19.17361259 1.0 -19.3224678 19.0718689 19.51599312 1.0 -18.69180489 19.29546547 20.10097122 1.0 -19.53811836 19.57280731 19.06001472 1.0 -19.96122551 19.71620178 18.40540504 1.0 -16.96552849 17.93649673 18.95510483 1.0 -19.6793766 19.63526154 18.56987381 1.0 -19.91809082 20.322155 19.42277718 1.0 -18.80701637 20.41452599 19.24292183 1.0 -19.91004372 19.63677788 19.53797531 1.0 -19.87427711 19.47370338 18.06889725 1.0 -19.22167778 19.19926071 19.22282982 1.0 -18.42321205 18.97130203 19.52277946 1.0 -19.32283401 19.37229538 17.93233681 1.0 -19.40194702 19.55190468 19.02178001 1.0 -19.31025505 19.52384186 18.93967247 1.0 -19.17611885 19.7062912 19.56035233 1.0 -19.85864639 19.7200222 18.55654907 1.0 -19.92004395 20.10147476 19.55822563 1.0 -19.76275444 18.87625504 18.19284821 1.0 -18.65485764 19.0474453 18.32663155 1.0 -19.3597393 19.31487083 18.01920319 1.0 -19.90910149 19.85137749 21.55573654 1.0 -19.80104256 19.51573944 20.30493164 1.0 -19.32927895 19.31624794 19.46238327 1.0 -19.64270973 19.79914284 18.96711922 1.0 -18.76640129 18.54662704 18.52273941 1.0 -19.95330811 20.09148598 19.76216125 1.0 -19.78247261 18.30978203 19.36754608 1.0 -19.82750893 19.46801949 20.29237747 1.0 -19.74094391 20.00326538 19.34152603 1.0 -18.05134964 18.00078583 16.99129295 1.0 -19.3070507 19.62095642 19.16488457 1.0 -19.739254 21.39291763 20.4038868 1.0 -19.99748039 19.728405 19.59024429 1.0 -15.836364750000001 15.529747010000001 15.802659989999999 1.0 -19.78822899 19.83856201 19.45353508 1.0 -19.95987701 19.86086655 18.5723362 1.0 -19.23498726 18.66233444 17.39279556 1.0 -19.86423683 19.81799698 18.88365173 1.0 -19.89658356 19.81403351 19.49968338 1.0 -19.9946022 19.64722824 18.73444557 1.0 -19.67966843 20.26837921 19.52419662 1.0 -19.64964676 20.95207787 21.22306824 1.0 -19.97535324 20.09444237 19.82296181 1.0 -19.38402176 20.35527802 19.83029175 1.0 -19.16764259 18.96200752 20.19415855 1.0 -19.69239044 20.50491333 18.74938774 1.0 -19.76455116 19.76241875 19.33257484 1.0 -19.97763252 20.47003365 19.87479401 1.0 -19.64643097 20.48096085 20.3018856 1.0 -17.17319679 16.68643761 16.27185249 1.0 -19.28158379 18.05939484 17.99526024 1.0 -19.39370537 19.41223717 19.48001289 1.0 -19.97512436 20.07154655 19.62333679 1.0 -19.67013168 19.61709404 19.29219818 1.0 -18.62436485 18.78735733 18.42213821 1.0 -19.96067429 19.8801403 18.63503075 1.0 -19.20858192 18.93853569 17.54557228 1.0 -19.4432373 19.33029366 19.02439499 1.0 -19.48617935 19.53932953 18.99517822 1.0 -19.40760994 19.35816765 18.04403114 1.0 -19.98348427 19.87560272 18.82156754 1.0 -19.67480469 21.32741356 21.19490814 1.0 -19.66661644 19.72997665 18.56035423 1.0 -19.23039055 19.2901001 18.93604851 1.0 -19.81786537 20.20277214 19.80368996 1.0 -19.90368843 19.87833595 19.63008308 1.0 -19.97523689 20.24155807 20.11489296 1.0 -19.73229408 19.84740829 19.5130558 1.0 -19.56188202 19.70621681 18.92171669 1.0 -19.60352707 19.74137688 19.35226631 1.0 -19.94874191 19.82843971 18.53902245 1.0 -19.62664795 19.61127472 19.49073601 1.0 -17.51774216 16.91794205 19.40771103 1.0 -19.98829651 19.95445633 19.34367752 1.0 -19.87179947 20.04592896 19.51991653 1.0 -19.64426422 19.91393852 19.50918579 1.0 -19.98644066 19.94307899 18.35393715 1.0 -19.75713348 19.91363907 18.75868416 1.0 -19.97303772 19.87393951 18.59446716 1.0 -19.48983383 19.25109863 18.31476784 1.0 -18.86716843 18.88209343 18.47119331 1.0 -19.98415947 20.05405426 19.40307808 1.0 -18.76758575 19.03014565 18.14287376 1.0 -19.4787693 19.61544609 18.55088425 1.0 -19.8903389 20.06061363 20.11486816 1.0 -19.50633049 19.55463791 18.51878357 1.0 -19.78723907 19.90903854 19.75104332 1.0 -19.81090736 20.06247711 18.51392174 1.0 -19.78878784 19.62417221 18.07793045 1.0 -19.06485558 19.14097404 18.67998123 1.0 -18.64523125 18.61503029 18.02295113 1.0 -19.75881195 21.18547249 18.93127441 1.0 -19.34842682 18.98780251 17.06643867 1.0 -19.90463257 20.3788662 20.2287674 1.0 -19.85285378 19.79469681 18.50732994 1.0 -19.94017601 20.02676773 19.66272545 1.0 -19.77009201 20.50210762 20.01407433 1.0 -19.78052139 20.3119812 18.2895031 1.0 -19.78515434 19.23940277 17.83504868 1.0 -19.94762802 19.89962196 19.62201309 1.0 -19.08817863 19.96377563 18.82411003 1.0 -19.45433426 19.25758553 18.0617218 1.0 -18.69018173 18.65135002 18.37112427 1.0 -19.98944664 20.04813004 18.72326851 1.0 -19.89304543 20.06394005 19.8515892 1.0 -19.6336174 19.75535202 18.34218979 1.0 -19.56812668 20.44483948 18.7506485 1.0 -19.77465248 20.04323769 18.20120239 1.0 -19.82069016 20.36676025 18.85980797 1.0 -18.14733315 17.39232254 17.55331039 1.0 -19.52000237 19.44572258 18.39667892 1.0 -18.85590363 19.02157593 17.70851517 1.0 -19.75421333 19.69526291 18.47545815 1.0 -19.94087982 19.60700226 18.39175034 1.0 -19.74292946 19.96974945 20.08561516 1.0 -19.98698044 20.17140007 20.40159416 1.0 -19.47229767 19.42515945 18.71856117 1.0 -19.23581123 19.50672722 19.2191906 1.0 -19.28979683 18.9311924 16.84734344 1.0 -19.45759773 19.42315674 18.29427147 1.0 -19.92497826 20.21390915 19.48673439 1.0 -19.47222137 20.19150734 20.18103218 1.0 -19.35824394 19.48629379 19.08112717 1.0 -19.71175575 19.67773056 19.45190239 1.0 -19.79779816 19.75151253 20.27459145 1.0 -19.30148315 21.2752533 20.86218262 1.0 -18.83747673 18.55158234 17.86044693 1.0 -18.94001007 19.15963173 18.61147499 1.0 -19.05813026 19.38147354 18.94343948 1.0 -19.77539062 19.37830353 18.48992157 1.0 -19.74548721 20.05906677 19.60186386 1.0 -18.6574688 18.00611877 16.61994743 1.0 -19.82244492 19.65647125 19.43181038 1.0 -19.98682594 19.94703293 19.64724731 1.0 -19.7058506 19.71696091 19.43795967 1.0 -19.88625145 19.8927269 19.57011223 1.0 -18.70619392 19.19346428 17.95051575 1.0 -19.83040047 19.64270592 19.25769043 1.0 -19.99689102 19.48345375 19.15376091 1.0 -19.53604698 19.60034561 18.45071602 1.0 -18.4345932 18.33917046 18.73589134 1.0 -19.86390877 20.16476059 19.06756401 1.0 -19.97986984 19.90520287 19.64217567 1.0 -19.68370438 19.87450981 18.79104424 1.0 -19.99847221 20.48901939 21.23707962 1.0 -19.07838821 18.68790817 20.57616806 1.0 -19.19618988 19.62561607 19.19156456 1.0 -18.8882637 19.08710289 18.45748329 1.0 -19.54053307 19.57446861 18.57561684 1.0 -19.29357719 19.43819046 18.57348633 1.0 -19.77613449 19.72603989 18.25950623 1.0 -19.86439705 20.04868317 20.50389862 1.0 -19.31018639 19.70483017 18.92546082 1.0 -18.69229698 18.75876236 18.46016121 1.0 -19.48584366 19.26282883 18.25270844 1.0 -19.66732025 18.49533463 17.63500977 1.0 -19.9937439 19.79508209 18.69499207 1.0 -19.77886772 19.98629761 18.46611404 1.0 -19.93427467 19.84483528 18.64619827 1.0 -19.83349419 19.86315918 18.75640869 1.0 -19.6012516 18.7769928 18.44253731 1.0 -19.76946449 19.76957893 18.53994751 1.0 -19.88262939 19.85130119 18.92153168 1.0 -18.77088547 19.22952271 18.69577026 1.0 -19.94290543 19.80537987 19.90726089 1.0 -19.4941349 19.95439339 20.23902702 1.0 -19.71359444 19.69174767 19.01291656 1.0 -19.8465271 19.59618378 18.17136765 1.0 -19.99622917 20.1930809 19.10782433 1.0 -19.86252213 19.97997093 19.92009926 1.0 -18.82686043 18.51223564 18.20579338 1.0 -19.79851151 19.91805267 19.86386108 1.0 -18.39878654 19.03793335 19.06653023 1.0 -19.16261673 18.98283005 18.22472954 1.0 -18.79846001 18.63401604 17.31108665 1.0 -19.56370926 19.5737648 19.1807003 1.0 -19.60286522 19.92084694 19.83036232 1.0 -19.55262756 19.81969261 19.23169327 1.0 -19.29207802 19.11745262 18.68891907 1.0 -19.60242081 19.54690552 19.19690704 1.0 -19.80494308 20.1133709 18.71191406 1.0 -18.63978958 18.75407028 18.07035065 1.0 -17.64593506 19.2216053 19.33275986 1.0 -19.92286873 19.98161507 19.61890411 1.0 -19.14318657 19.34825897 18.8431778 1.0 -18.28121567 18.32505417 18.36685562 1.0 -19.75753021 20.19563866 18.36734772 1.0 -18.92104912 18.9239006 17.98018837 1.0 -18.00893974 18.38093376 19.39889908 1.0 -19.61164665 19.79623032 18.75423622 1.0 -19.45368004 19.85835648 19.14378929 1.0 -19.80257034 19.96852303 19.50247574 1.0 -19.59429741 20.01631737 19.49741173 1.0 -19.7951355 20.11984062 19.58385849 1.0 -19.9781971 19.73865318 18.75805855 1.0 -19.27779388 19.44569206 19.01510811 1.0 -19.76868629 19.75461388 18.17796707 1.0 -19.94831276 19.47068405 17.57974625 1.0 -19.43655586 19.61804581 18.98000908 1.0 -19.01323318 19.73039436 19.30431175 1.0 -19.5728569 19.59162331 19.13138008 1.0 -19.80050087 19.5471859 18.22113991 1.0 -19.76527214 19.63214302 18.3459816 1.0 -19.93021965 20.11737061 18.89118576 1.0 -19.9344902 19.49063301 18.26334763 1.0 -19.64110947 19.40801811 18.13134193 1.0 -18.83232117 18.633255 18.19389534 1.0 -19.96672058 19.8893795 18.70684433 1.0 -19.84090042 19.63018799 20.32434654 1.0 -19.82694244 20.8692646 21.75411797 1.0 -18.40089035 19.35528564 22.63916397 1.0 -19.60407829 19.50177956 17.86578369 1.0 -19.6022625 18.21526718 23.02242279 1.0 -17.68261528 17.585392 17.36848068 1.0 -19.94722557 20.06565666 19.46056557 1.0 -19.64638138 19.82193756 19.36525536 1.0 -18.83842087 18.99687004 18.31939316 1.0 -19.84064293 19.32487106 18.48191643 1.0 -18.77000809 19.16263199 16.88658142 1.0 -19.25540733 19.55399132 21.03683281 1.0 -19.79717445 20.13679123 19.32749367 1.0 -19.82496262 19.72636414 18.67679977 1.0 -19.94755554 20.35599327 18.41194534 1.0 -19.74438477 19.6329689 18.43654823 1.0 -19.90812874 19.9656601 18.8249836 1.0 -19.48618507 19.41858864 19.05753517 1.0 -18.63570213 18.72924614 18.01476479 1.0 -18.74450493 18.72716331 18.09922218 1.0 -19.53393555 19.66589165 19.16132164 1.0 -19.39788437 19.51743698 19.28994179 1.0 -18.5430584 17.96419144 17.58001328 1.0 -19.14646339 19.54999733 19.64405251 1.0 -17.9310379 17.49370003 17.48503304 1.0 -19.97211456 19.98107147 19.64991188 1.0 -19.87949753 19.82473755 19.55040932 1.0 -19.58065796 19.89235878 19.197258 1.0 -18.79866219 18.73621178 17.96978188 1.0 -19.45335007 19.64271927 19.32234192 1.0 -19.71743965 19.1826725 18.27920723 1.0 -19.77531433 19.80452728 19.53428841 1.0 -19.98847961 20.11618805 19.84299088 1.0 -19.00970459 19.02482033 18.57170105 1.0 -19.8047657 19.93567276 18.88772774 1.0 -19.26862144 18.81259727 19.40394592 1.0 -18.78919601 18.58566856 16.9824276 1.0 -19.12248993 19.32598305 18.65246201 1.0 -19.99424171 20.53816032 20.01514626 1.0 -19.92424393 20.24768257 19.29094315 1.0 -19.73794556 19.72066116 19.44017982 1.0 -19.31612968 19.31532478 17.96847725 1.0 -19.61731148 19.48230934 20.48589706 1.0 -19.99938583 20.02142906 19.8119812 1.0 -19.14294815 20.00264931 19.86931419 1.0 -18.85291862 19.07719231 18.55448723 1.0 -18.9381752 18.96697426 18.29146004 1.0 -19.94954491 19.38529778 18.14806175 1.0 -19.95616722 19.99383736 19.60570145 1.0 -19.96225357 20.18089294 19.936306 1.0 -19.98357582 20.02932739 19.6201725 1.0 -19.62074661 19.78696632 19.29486847 1.0 -19.63568497 21.23862839 26.61969948 1.0 -19.69398117 19.73041344 18.63199997 1.0 -19.80403519 19.94739532 19.28351021 1.0 -19.95375252 20.11992264 18.69037247 1.0 -19.9864254 19.7837429 18.86667442 1.0 -19.13329697 19.29561234 18.6582222 1.0 -19.97799492 20.05774689 19.54088402 1.0 -19.81117058 19.98756409 19.62998962 1.0 -19.66007042 19.82620811 18.21644211 1.0 -18.741745 18.73249817 18.19241524 1.0 -19.8734169 19.90929222 19.38493156 1.0 -19.74058151 19.53672791 19.13021278 1.0 -19.76591873 19.90368462 19.54672623 1.0 -19.78494835 20.44424438 20.2762394 1.0 -19.72351265 19.75320625 19.47361565 1.0 -19.93781853 20.05655479 19.70802879 1.0 -19.98490334 19.98759842 19.54991913 1.0 -19.94527626 19.8825531 19.60176849 1.0 -19.4737606 19.25351143 17.81359673 1.0 -19.89562416 20.04501534 19.43330193 1.0 -18.85103989 19.23670197 18.61944199 1.0 -19.94326401 20.32014084 23.63424301 1.0 -19.70046806 19.6905098 19.2705822 1.0 -18.87259483 19.27066803 18.71642303 1.0 -19.94085503 20.39019966 19.74007225 1.0 -19.47371674 19.02994537 18.94362831 1.0 -19.86735344 20.10003853 19.75626945 1.0 -19.27691078 18.67819977 18.50676346 1.0 -19.96329498 20.02775574 19.88468742 1.0 -18.49536324 18.65674591 17.84835815 1.0 -19.65507889 19.86917305 19.21749878 1.0 -19.68989182 20.14707375 20.14770126 1.0 -19.89215279 19.99281502 19.3877182 1.0 -19.88998413 20.49150848 19.10930824 1.0 -19.99912071 19.81200409 18.46329117 1.0 -19.5372715 19.41084862 18.99716949 1.0 -19.99161339 21.74081421 21.56698418 1.0 -19.68735695 19.39982796 18.31431961 1.0 -18.54470253 18.54213142 17.99934769 1.0 -19.1450386 18.67229652 18.0051918 1.0 -19.97594833 20.91566658 20.91865349 1.0 -19.75936317 19.83722496 19.77397728 1.0 -19.23348808 20.17313004 20.58767319 1.0 -19.32883072 19.49798965 18.85370636 1.0 -19.9927845 20.36437798 20.2500248 1.0 -18.85428238 18.50437927 20.92463303 1.0 -19.2122364 19.24266052 18.88378716 1.0 -19.98274612 19.8409729 19.19813156 1.0 -19.1512394 18.7284832 18.616045 1.0 -19.85235405 19.97603989 18.66038132 1.0 -19.5290451 19.5323658 18.01276588 1.0 -18.88611794 19.42939186 18.77516556 1.0 -19.77265739 19.97179031 19.25811195 1.0 -19.53221321 19.67116356 18.54117775 1.0 -19.96508408 19.90504456 18.3845787 1.0 -18.74767303 18.73935127 18.26175308 1.0 -19.88147354 19.736866 18.58792305 1.0 -19.99547386 19.9960289 19.62456512 1.0 -19.81947708 19.48737144 18.65227318 1.0 -19.92290688 19.82061768 19.51895523 1.0 -19.95103073 19.63498116 18.58353996 1.0 -19.07481956 20.34131432 18.82774925 1.0 -19.877388 19.57525635 18.25739098 1.0 -18.96649933 19.11912918 18.70726013 1.0 -19.99174118 20.56630898 20.42349625 1.0 -19.32229042 20.10388947 19.95126915 1.0 -19.85398483 18.57993889 17.58154106 1.0 -19.21187592 19.04594421 17.37456512 1.0 -19.35957909 19.15739441 18.24200058 1.0 -19.53998566 19.19400597 18.96510887 1.0 -19.33348083 19.49702263 18.68305588 1.0 -19.75198555 20.63658142 19.84339714 1.0 -19.38686371 19.86003685 20.10555649 1.0 -18.55054474 18.93746948 21.41252708 1.0 -19.74928093 20.12878036 19.64864159 1.0 -19.68005371 19.73002052 20.46945572 1.0 -19.88166237 19.57339668 18.63676262 1.0 -19.02119827 19.17358971 18.70996666 1.0 -19.89605331 19.85339546 19.64618683 1.0 -19.99041939 20.09803963 19.76715088 1.0 -19.85717964 20.07449722 19.13713264 1.0 -18.80190659 18.89554214 18.31187439 1.0 -19.25915909 19.52040482 18.38573456 1.0 -19.97504425 19.23501778 18.90789223 1.0 -19.41993713 19.62547684 19.18886185 1.0 -18.93370438 18.83823967 17.75718117 1.0 -19.15439796 20.0547123 20.48979759 1.0 -18.69523239 18.88993454 18.20255661 1.0 -19.52570534 19.715662 18.22271919 1.0 -19.23762894 19.62639999 19.41454887 1.0 -19.84480476 19.85999489 19.43593025 1.0 -18.99895477 19.11273193 18.18049812 1.0 -19.70041466 19.60133553 18.26994514 1.0 -19.81206703 19.35491753 18.13035202 1.0 -19.80820656 19.92471313 19.25379753 1.0 -19.74158096 19.12906075 17.09750366 1.0 -19.94554901 20.00821114 19.5172081 1.0 -19.88306999 20.48456573 19.10221863 1.0 -18.96142769 18.69807434 18.62284279 1.0 -18.84545708 18.98433304 18.33436203 1.0 -19.29973793 19.52229881 18.46164322 1.0 -19.99676895 19.87829208 18.70490837 1.0 -19.87010765 20.10064697 18.63051414 1.0 -19.45203972 19.226511 19.42777634 1.0 -19.69000435 19.3998909 19.00312805 1.0 -19.93024063 19.76238823 17.97941971 1.0 -19.48692894 19.70078659 18.62478638 1.0 -19.88945007 19.79969597 19.50866508 1.0 -19.91210938 19.98048019 19.83602524 1.0 -18.74112701 19.14351654 18.44428825 1.0 -19.02222633 18.31005859 17.64154434 1.0 -19.4763279 19.27095032 18.12924576 1.0 -19.76860809 19.69532013 19.85967636 1.0 -19.79011726 19.6608448 18.17825699 1.0 -19.4409256 19.58724213 19.06111526 1.0 -19.85271263 20.22180367 19.15263748 1.0 -19.74223137 19.59986305 18.53138924 1.0 -19.58474159 19.28590775 18.38366508 1.0 -19.44628716 19.32159233 17.7482357 1.0 -19.93787193 20.48789978 19.3476162 1.0 -19.41653442 19.61343575 19.18064499 1.0 -19.25163651 19.56040382 18.93643761 1.0 -19.3419857 18.15727615 20.53017044 1.0 -19.75465393 21.13033295 20.08934784 1.0 -19.67169189 19.51296806 19.13731003 1.0 -19.00967979 19.2664299 18.21947479 1.0 -19.66606903 19.54936409 19.43567657 1.0 -19.32319832 18.45175743 18.11676407 1.0 -19.67986488 19.57139778 18.6981144 1.0 -19.84887314 19.1160183 22.33820534 1.0 -19.46354103 20.06629181 19.8149128 1.0 -18.10625648 18.58912086 19.62900352 1.0 -19.96276665 19.92269897 19.66893768 1.0 -19.54678345 19.38357925 18.49456024 1.0 -19.48937798 18.70748329 22.90304375 1.0 -19.42781258 19.49068451 18.2663765 1.0 -19.92477798 19.75664902 19.50166893 1.0 -19.84557915 20.36658669 19.31754684 1.0 -19.57273102 19.30656052 18.83726311 1.0 -19.9172821 20.30385017 20.96144295 1.0 -19.96533966 19.9724884 19.76567268 1.0 -19.15544319 19.14679527 18.10490036 1.0 -19.81084633 19.65379143 18.54033661 1.0 -16.31544876 17.35569572 18.22652054 1.0 -18.69813538 18.7063942 18.29568863 1.0 -19.9987011 21.76202393 20.69610405 1.0 -19.0670929 18.97885704 18.28378677 1.0 -19.48510551 19.49337196 18.12133217 1.0 -19.08700371 19.19566154 18.74305916 1.0 -18.46114349 18.49699211 17.8057003 1.0 -19.33560181 19.11862183 18.56981277 1.0 -18.77052307 18.76228523 18.49120712 1.0 -18.79384613 18.79249191 18.44600677 1.0 -19.34628487 19.44736099 19.12210274 1.0 -19.17219162 20.75972366 21.05313492 1.0 -19.58538628 19.84921837 19.79863548 1.0 -19.64527321 19.64404488 19.21568108 1.0 -19.74965668 19.75618362 19.46236992 1.0 -19.85435104 19.73169518 18.75095749 1.0 -19.86322403 19.80021286 19.41292381 1.0 -19.01773834 19.07920456 18.47525597 1.0 -19.90507889 19.41965675 17.88437462 1.0 -18.80464554 19.95339966 21.6700058 1.0 -19.85691452 19.85271263 18.69676971 1.0 -19.90275192 20.94357491 21.05211639 1.0 -18.22346306 19.7738533 19.86215782 1.0 -18.89081001 18.94344711 18.14754295 1.0 -19.90406609 19.58965683 24.82230759 1.0 -19.37907982 19.27174568 20.11785698 1.0 -16.54333878 17.2689743 16.52674103 1.0 -19.72067451 19.82563591 18.68705368 1.0 -19.16604614 19.50043297 20.03536224 1.0 -19.86931038 20.97546387 20.64063072 1.0 -19.76846886 20.03643799 18.80091858 1.0 -19.91535378 19.74448395 19.07882309 1.0 -19.22139931 19.60039902 18.83620834 1.0 -19.09755135 19.51157188 18.30443573 1.0 -19.6714344 20.13641548 19.09393311 1.0 -18.79128265 18.93237686 18.32517624 1.0 -19.61909103 20.35370064 21.78850174 1.0 -19.86579895 19.92897415 18.7468605 1.0 -19.98273659 20.58777809 20.06495857 1.0 -19.38255501 19.72021294 18.99878693 1.0 -19.77735901 20.23242569 19.30565262 1.0 -19.72440147 19.59151077 18.44266319 1.0 -19.9506073 19.24516869 17.87960815 1.0 -19.13554001 20.93013573 20.29496002 1.0 -19.81566048 21.66415787 21.28105354 1.0 -18.75541306 18.73346519 18.4240551 1.0 -19.97665596 20.36226845 18.99639702 1.0 -19.68364906 19.68502426 19.32105637 1.0 -19.75865364 19.79246521 18.58959198 1.0 -19.43469238 20.53256798 20.56159019 1.0 -19.54303551 19.13612175 17.97941589 1.0 -19.78918839 19.80598259 19.40094948 1.0 -19.13342476 19.22727776 18.6302681 1.0 -19.80513 19.85320091 19.59207916 1.0 -18.70761871 18.88215828 18.38635635 1.0 -18.90313148 18.86334419 18.48953629 1.0 -18.73060608 18.30012512 20.74053192 1.0 -19.8294239 19.82913971 19.19826698 1.0 -19.98229408 20.95681381 20.83534241 1.0 -19.92000198 19.85787201 19.44375229 1.0 -19.66012573 19.27779198 17.45651627 1.0 -19.55223465 19.67654037 18.83309364 1.0 -19.18335915 19.53166199 18.52169609 1.0 -19.5298996 19.42139053 23.01665497 1.0 -19.92670631 21.66154671 20.88675117 1.0 -19.82618332 19.68087196 18.37787628 1.0 -18.68066788 17.63266945 17.921381 1.0 -19.72298813 19.4786911 17.87077904 1.0 -18.80797386 18.86918259 18.05860138 1.0 -19.74174881 19.47330856 18.43751526 1.0 -18.522789 16.55958939 18.02371216 1.0 -19.55518532 19.55595589 19.74432182 1.0 -19.19008064 19.4814682 18.38358307 1.0 -18.16942787 19.26447678 19.58273697 1.0 -19.47088051 19.48294449 18.30545044 1.0 -19.95129776 19.70394707 18.69892502 1.0 -19.90063477 19.64508438 19.15470886 1.0 -19.8586216 20.30429077 19.2692337 1.0 -19.99196243 20.3212738 19.86197853 1.0 -19.55700111 19.97977448 19.00797844 1.0 -19.93624496 19.70574188 19.44025421 1.0 -19.47017288 19.78110504 20.98865128 1.0 -19.86716652 19.59586143 18.45410728 1.0 -19.95806313 19.90026665 19.50187111 1.0 -19.44812393 18.93628311 17.75238609 1.0 -19.55742836 19.6635437 20.15948105 1.0 -18.73059654 17.72484779 17.52289581 1.0 -19.46900558 19.3010273 18.4256649 1.0 -19.69646645 19.54114532 18.59738731 1.0 -19.5651207 19.70657921 19.44545174 1.0 -19.74289131 20.03188896 19.91645241 1.0 -19.45761871 19.68178749 19.08694458 1.0 -19.54190826 20.80465698 19.74300575 1.0 -19.70683289 19.67918777 18.85723877 1.0 -19.59990501 19.88128281 19.3219986 1.0 -19.614748 19.68147278 19.31196785 1.0 -19.88354301 19.67000389 18.81812859 1.0 -19.75846863 19.96406364 19.8237133 1.0 -19.60227013 19.52859306 17.9757328 1.0 -19.08375931 19.12708664 18.51394463 1.0 -19.27421379 19.26751709 18.70038605 1.0 -19.38068199 19.51892471 18.46307564 1.0 -19.68383789 19.86290169 19.43113327 1.0 -19.54084587 20.34436607 19.65903854 1.0 -19.47859001 19.55375481 18.74835205 1.0 -19.66560364 19.86220932 19.58872414 1.0 -19.59293938 19.5389328 19.18477821 1.0 -19.6347599 19.02580261 18.79014206 1.0 -19.43194389 19.38966942 18.91063118 1.0 -19.80381775 19.801157 19.52982712 1.0 -18.59391403 19.50840187 20.09804916 1.0 -18.90712929 18.7109127 17.39298248 1.0 -19.86590958 20.44831848 21.55286217 1.0 -19.98474693 19.5852623 18.60135269 1.0 -19.94864273 19.58782768 19.32958031 1.0 -19.26750755 20.60418892 20.8003521 1.0 -19.81778717 20.06427765 18.99906921 1.0 -19.97935295 20.35387421 19.33527374 1.0 -19.73587608 19.59835052 18.30338097 1.0 -19.1686058 18.70173836 20.03933907 1.0 -19.85751534 19.8201313 18.56096649 1.0 -19.78739166 19.74395561 19.4066391 1.0 -19.00451279 19.2037735 18.51490784 1.0 -19.69582939 20.38613701 18.89559937 1.0 -19.76282501 19.56459808 21.46114731 1.0 -19.25059509 20.13389397 21.55056 1.0 -19.74916649 19.94804764 19.95551109 1.0 -19.91641426 20.90068245 20.50808525 1.0 -19.89957237 20.03062248 19.75070572 1.0 -19.94603539 20.02541542 19.52025223 1.0 -19.20084953 19.14138985 18.53616714 1.0 -19.99071312 19.8637886 19.57522392 1.0 -19.94510269 19.94482231 18.586483 1.0 -19.73543167 19.93644333 18.76584625 1.0 -19.58592796 18.95295334 18.75043297 1.0 -19.35132599 19.1377449 17.86527061 1.0 -19.62926674 19.51209068 19.22840691 1.0 -19.99571991 19.30216789 17.70779419 1.0 -19.96453285 20.84378242 20.50775909 1.0 -19.48173332 19.49993134 18.30347061 1.0 -19.22975349 19.49018288 18.96135139 1.0 -19.89521027 20.03252602 19.26058006 1.0 -19.81143951 19.81038666 19.47590828 1.0 -19.8339138 19.95901299 19.17807961 1.0 -19.92161751 20.65994263 20.53968239 1.0 -19.96105766 20.17310143 19.81464958 1.0 -19.72735023 19.9274292 18.82586479 1.0 -19.76589966 19.82984924 19.39750671 1.0 -19.99949265 20.07225609 19.87331772 1.0 -19.67900658 19.89353561 19.66625786 1.0 -19.77038956 19.97106934 18.81090355 1.0 -19.69929695 19.53634644 19.1492157 1.0 -19.91538048 20.91331291 20.41913605 1.0 -19.89969826 20.02817345 19.61965561 1.0 -19.64250946 19.74672127 18.82191467 1.0 -18.89307594 18.35566711 17.35416603 1.0 -19.54532242 19.3664856 18.44207573 1.0 -19.50858307 19.2009697 17.93322754 1.0 -19.89118004 20.13524246 19.15589333 1.0 -18.95316887 19.59340858 18.37931252 1.0 -19.94626236 19.72296906 19.38886261 1.0 -19.93263817 19.55336571 18.31915474 1.0 -19.65053177 19.56227112 19.079422 1.0 -19.17808723 19.6995945 19.4430294 1.0 -19.63054657 19.52795792 18.66246986 1.0 -19.9479599 19.96595955 19.56433868 1.0 -19.07841301 18.69787407 18.09193039 1.0 -19.36935806 19.02887726 18.74071312 1.0 -19.80827522 19.691782 18.3884182 1.0 -19.60591316 19.80405998 18.35965919 1.0 -19.97725487 20.13786697 18.81101418 1.0 -19.76094055 20.02523422 18.78933525 1.0 -19.54092026 19.4656601 18.78860092 1.0 -19.91473007 20.10847473 19.09864616 1.0 -19.63459778 20.04435158 19.76928329 1.0 -19.40814018 19.58498383 18.41907692 1.0 -19.65472794 20.14676094 22.26387024 1.0 -19.70117569 19.99185562 19.51065445 1.0 -19.63147926 19.693367 19.32427216 1.0 -19.5533123 19.59410858 18.32987785 1.0 -18.70775223 18.64891434 18.19217682 1.0 -19.49332047 19.69211197 19.0087738 1.0 -19.33318138 20.65459061 19.20916748 1.0 -19.8849926 21.47332001 21.08273506 1.0 -19.49317551 20.25814247 21.54294586 1.0 -19.29400826 19.08423615 19.14287186 1.0 -19.88735771 19.58654976 18.80066872 1.0 -19.83909225 19.85028267 19.51394081 1.0 -19.91542435 19.80151367 18.7416172 1.0 -19.26448822 20.30059242 22.85243034 1.0 -19.28910637 19.07242584 18.02336884 1.0 -18.93726349 19.11560249 18.31833458 1.0 -19.98562622 19.8799839 19.71627617 1.0 -19.40332413 20.88282776 20.16999054 1.0 -19.78954697 20.68096924 20.24679565 1.0 -19.50150681 18.424963 18.57305908 1.0 -19.27392578 19.52504349 19.00371742 1.0 -19.99185371 20.01404762 19.48976326 1.0 -19.86804581 19.74770546 18.59547997 1.0 -19.32679176 19.5278511 19.19385719 1.0 -18.92069626 19.09525871 18.29249763 1.0 -18.92050171 18.92613029 18.30519485 1.0 -19.09002113 18.61352158 18.75986671 1.0 -19.62598419 19.63540649 19.0556736 1.0 -19.46001244 20.4777832 18.82102203 1.0 -19.96825409 19.91452408 19.53179932 1.0 -19.87119484 19.60257721 18.50157547 1.0 -19.84196854 19.95427132 19.58592987 1.0 -19.28926468 19.39888573 18.5649147 1.0 -19.01375198 19.76449203 19.84197617 1.0 -19.16137314 19.16217422 18.17495537 1.0 -18.54993439 18.81442642 18.07970619 1.0 -19.3129406 18.66250992 18.19956017 1.0 -19.55108261 19.79705429 18.51296425 1.0 -18.55136108 19.04247475 17.91050339 1.0 -19.95399666 19.85755157 19.52142715 1.0 -19.74728775 19.11042023 18.65299988 1.0 -18.40603638 18.93220901 18.53536797 1.0 -19.97475052 20.73225403 20.3817234 1.0 -18.86795807 19.28322792 19.02013779 1.0 -18.42092323 18.98397064 16.62740135 1.0 -19.83218575 19.80014801 19.47340012 1.0 -19.70544243 19.84689713 19.49913979 1.0 -19.49370384 19.64884949 19.03165817 1.0 -18.94812012 17.88643456 17.90332222 1.0 -18.56939697 19.76361275 19.03119278 1.0 -19.4628849 19.11628532 17.70202446 1.0 -19.91843987 20.24995041 20.21923637 1.0 -19.48934174 21.35866737 20.59771729 1.0 -18.77242279 18.92253685 18.62088585 1.0 -17.35523987 17.42957306 17.19858742 1.0 -19.97220993 19.87281609 19.49910545 1.0 -19.02523232 18.93950844 18.11805153 1.0 -19.72457695 21.22138977 21.69394302 1.0 -19.95253944 21.20736694 20.3214817 1.0 -19.81579971 19.12709045 18.23362732 1.0 -19.17355537 19.22748947 18.03416824 1.0 -19.82853317 19.99959564 18.74243546 1.0 -19.96211243 20.06232643 19.89598083 1.0 -19.85351181 20.02856255 18.69982338 1.0 -19.65093422 19.13603592 18.92693901 1.0 -19.49797058 19.6730175 19.04139137 1.0 -19.3685112 19.21881294 25.49468994 1.0 -19.51722527 19.00640869 17.82191849 1.0 -19.8872509 19.57321358 18.38708115 1.0 -19.91824722 20.07442284 19.69340134 1.0 -19.66238976 19.97756958 18.59867859 1.0 -19.68933296 19.51821518 18.32493591 1.0 -19.58933258 19.64927292 18.45721054 1.0 -17.75366211 17.69010162 17.97212219 1.0 -18.68226051 18.92831612 17.56857872 1.0 -19.97587585 19.74738693 19.45816422 1.0 -18.89827347 18.87833023 18.29707718 1.0 -19.73476601 19.79640579 19.15148354 1.0 -19.8296814 19.91819382 19.9427433 1.0 -19.92520714 20.39252281 20.09234238 1.0 -19.89786148 19.76473427 18.82858849 1.0 -19.22514725 19.25234985 19.52300835 1.0 -19.02599716 19.50675011 18.61260033 1.0 -19.52755165 19.43786621 18.0444355 1.0 -19.67803955 19.67107201 19.24238777 1.0 -19.55088043 20.58529854 20.07827377 1.0 -19.8801651 19.23985672 17.69724083 1.0 -19.81941795 19.90118027 19.4372673 1.0 -15.989511490000002 16.37774277 16.90363121 1.0 -19.60095406 19.61820221 19.67100525 1.0 -19.35764885 19.74118996 19.22292519 1.0 -19.99151611 20.00122452 18.85738754 1.0 -19.7571125 19.76765633 19.38302803 1.0 -18.97899818 18.91706276 18.28152466 1.0 -19.50946236 19.20961189 19.06240273 1.0 -19.52703476 19.5362854 18.74109459 1.0 -18.69992256 18.38059044 17.20590591 1.0 -19.42663574 21.29261208 20.40551949 1.0 -19.84560013 20.51016235 22.72320175 1.0 -19.57615852 19.37650681 18.117033 1.0 -19.8061409 19.41036415 18.81361008 1.0 -19.77236557 19.86956024 19.35238457 1.0 -19.87796021 20.2394352 19.75107956 1.0 -19.67538834 19.53094292 19.27069855 1.0 -19.91292763 20.0459156 19.45811844 1.0 -19.84335518 19.45527458 17.79378891 1.0 -19.07756042 18.11248589 17.70544243 1.0 -19.72978973 18.89418602 17.70947647 1.0 -19.53183365 18.88852119 17.31628036 1.0 -19.73281288 21.1639595 19.06272316 1.0 -19.82411194 19.83654213 19.53155708 1.0 -19.76943016 18.79519653 18.44472313 1.0 -19.93868828 19.77700043 18.96845055 1.0 -19.19823837 19.44639778 18.69613838 1.0 -19.76281166 20.01139832 19.38832283 1.0 -19.85113335 19.47895432 18.8148632 1.0 -19.97924805 20.0854435 20.0276947 1.0 -19.80055618 20.33771324 19.68908501 1.0 -19.72992325 19.86380577 19.37307739 1.0 -19.58938217 19.45843506 19.15590286 1.0 -19.72211075 19.62170029 18.07814789 1.0 -19.52222252 19.693367 19.24661827 1.0 -19.5792923 19.66107178 19.3180809 1.0 -19.70448494 20.13922501 20.92123604 1.0 -19.94260597 18.79115677 16.74940491 1.0 -19.85570145 19.72265816 18.61585808 1.0 -19.466362 19.38819313 19.00809097 1.0 -19.48749352 19.70834351 18.68570137 1.0 -19.53579903 19.58410835 19.70547104 1.0 -19.38321495 19.50850487 18.0949173 1.0 -19.33834076 19.37277412 18.19857216 1.0 -19.90718269 19.86509895 19.55488586 1.0 -19.39556885 18.92012024 20.94495583 1.0 -19.6668396 19.85230637 18.31890106 1.0 -19.19112587 19.13676453 17.57538605 1.0 -19.15427399 19.6204834 20.20837784 1.0 -19.88084412 19.9205513 18.80919266 1.0 -18.26560211 16.94081688 20.55160141 1.0 -18.27085114 18.41185188 17.07583618 1.0 -19.34251404 19.33279419 17.83595467 1.0 -19.95560837 19.71123695 18.54137421 1.0 -18.95819473 18.41625786 18.04063988 1.0 -19.90379333 19.96844482 19.24455643 1.0 -19.71790123 19.75648499 18.43781853 1.0 -19.7115078 19.53399086 17.97943687 1.0 -19.65305328 19.52382278 19.24383354 1.0 -19.39581299 20.84668922 16.76244164 1.0 -17.88870621 17.84745789 19.77663803 1.0 -19.86463737 19.26233864 18.60469437 1.0 -19.55681038 19.56700134 19.46376038 1.0 -19.93593025 19.99999619 19.77873039 1.0 -19.57011604 21.25209808 20.81627655 1.0 -19.6565876 19.5295887 19.14561462 1.0 -19.61088181 20.24903679 19.10746765 1.0 -19.59374046 19.48971939 19.73512077 1.0 -18.48776436 19.46472931 22.71510315 1.0 -19.91139221 20.02716255 19.65116692 1.0 -19.53989983 19.63879013 19.17251587 1.0 -19.56546211 19.61356926 19.21344376 1.0 -19.02845955 18.28842735 18.29146767 1.0 -18.04954338 19.43000793 19.53780746 1.0 -19.93941498 18.43333435 16.16773415 1.0 -19.62131691 19.78749466 18.95966721 1.0 -19.97547722 20.16973495 21.66908264 1.0 -19.37345505 20.46144676 19.38401413 1.0 -19.98562241 19.8045578 19.41436005 1.0 -19.9771595 19.93558884 19.41831207 1.0 -19.53689766 19.58199883 18.08730888 1.0 -19.07704926 19.08182716 18.41951752 1.0 -19.65928459 18.58053589 16.85005569 1.0 -19.1850853 18.96692085 17.34470749 1.0 -19.99725533 19.70074654 18.32073021 1.0 -19.94277573 19.35720825 18.5324955 1.0 -19.98406601 19.54689598 18.77123833 1.0 -19.49574852 19.79655457 19.5256176 1.0 -19.8269577 19.76904488 19.5175457 1.0 -19.84740829 19.26539993 18.18023682 1.0 -19.40584946 19.518507 18.11632347 1.0 -19.37760925 19.48405075 18.53528214 1.0 -19.79451942 19.98786926 19.04846764 1.0 -19.32286263 19.3358345 18.90376091 1.0 -19.33533859 19.37142372 18.26636505 1.0 -19.74781799 19.9141407 19.95166969 1.0 -19.21998405 19.72168922 18.23576546 1.0 -19.50683212 18.66101456 17.97512817 1.0 -19.95848846 19.94549179 18.50712967 1.0 -19.59376335 19.67416191 19.25713921 1.0 -19.55514717 19.51183891 18.45049286 1.0 -19.28855515 18.36078835 17.59427071 1.0 -19.78757477 19.11713028 18.21494675 1.0 -19.69128227 19.79154587 18.53839111 1.0 -19.94659615 20.29244995 20.1779232 1.0 -19.37222672 18.94955254 17.82702637 1.0 -19.54032326 19.69512367 19.32368851 1.0 -19.53430748 19.56758118 19.09338188 1.0 -19.44895363 18.85518456 18.84155273 1.0 -18.80516624 18.96129608 18.34350014 1.0 -19.66202736 19.7291069 18.7252121 1.0 -19.75891113 19.52616119 18.92755508 1.0 -19.9390564 19.96957588 18.98084259 1.0 -19.75560188 20.08104515 19.27781296 1.0 -19.34372902 19.40070152 18.94532967 1.0 -18.51774597 18.17957687 18.43466759 1.0 -19.80262566 19.87358665 19.38398552 1.0 -17.95616913 19.08788681 18.79767799 1.0 -19.56444168 19.53195953 19.30562019 1.0 -19.22099304 19.32564926 18.48980141 1.0 -19.2429142 19.65008545 19.19973755 1.0 -19.2408371 19.69369316 18.65868378 1.0 -19.48685265 19.50299454 18.31659889 1.0 -19.66091919 19.5392189 19.02851486 1.0 -19.73404694 19.85375595 19.54187393 1.0 -19.03622055 19.04207611 18.61161041 1.0 -17.59375954 15.925979609999999 16.55367661 1.0 -19.85696602 19.91486549 19.62764168 1.0 -19.76604843 20.07502937 18.99644661 1.0 -19.94220161 19.21395493 19.55042648 1.0 -19.63709641 19.40227127 19.11392021 1.0 -19.01587677 18.99324417 17.31686783 1.0 -19.62764168 20.27427101 20.13211632 1.0 -19.91683006 20.63873482 21.11872673 1.0 -19.33543968 19.230793 18.20763969 1.0 -19.26645279 19.50589561 18.7687645 1.0 -19.59065819 19.62109184 18.42873764 1.0 -18.73831558 18.9345932 17.87296295 1.0 -19.20121956 19.47615051 18.32194328 1.0 -19.05880928 19.3028965 18.86877632 1.0 -19.9682827 19.74337959 18.49225998 1.0 -19.82657814 20.00880051 19.57723236 1.0 -18.94743729 18.89267159 18.38482666 1.0 -19.24299622 19.46454239 17.948946 1.0 -19.11168289 19.57558823 18.73373413 1.0 -18.5793705 18.82556915 17.50272179 1.0 -19.15708733 19.78651047 19.49699211 1.0 -19.64377975 19.73908424 18.31715965 1.0 -19.88248253 19.940588 18.24482536 1.0 -19.79489136 19.81681824 19.82275772 1.0 -19.98772049 21.11560631 18.40005302 1.0 -19.96682549 20.2168045 20.36240768 1.0 -19.4173336 19.71246719 18.38322449 1.0 -18.99165916 19.71309662 20.56690025 1.0 -19.78009987 19.88386154 19.49355125 1.0 -19.70006943 18.90259933 17.53286552 1.0 -19.79463959 19.57061768 18.77332306 1.0 -19.67205048 20.28748322 18.42342186 1.0 -19.98850632 19.85741043 19.47328568 1.0 -19.53661346 19.47736549 18.56836319 1.0 -19.9374218 19.94872475 19.28181076 1.0 -19.89317322 20.44141197 19.5670681 1.0 -18.63903046 19.08567238 21.14849091 1.0 -19.76028252 19.28091621 24.07023239 1.0 -19.84991837 19.9504528 18.64528084 1.0 -19.87885666 19.66446686 18.23624229 1.0 -18.75369835 18.83120155 18.48520279 1.0 -18.56124306 18.4852829 17.91825676 1.0 -19.90175438 19.70572281 17.80646324 1.0 -18.83078384 19.13180542 18.40414238 1.0 -19.91843605 19.88259888 19.35300255 1.0 -19.99745369 19.98939705 19.52185631 1.0 -19.07468605 18.80986786 17.31619453 1.0 -19.88435936 19.68379021 18.48246384 1.0 -19.80387115 19.66551971 18.83508301 1.0 -19.991539 19.91128159 18.7683506 1.0 -19.28066635 19.34143257 19.44922447 1.0 -19.64180756 19.8918438 18.69651031 1.0 -19.78032112 19.70835876 18.50486755 1.0 -19.67675018 19.51301003 18.9768734 1.0 -19.92248917 19.98073387 18.99455261 1.0 -19.66613197 19.17388153 17.7091198 1.0 -18.75681686 18.34362984 18.88649178 1.0 -19.72028351 20.14100456 19.47647285 1.0 -19.96377563 19.97043419 19.53862953 1.0 -19.89691162 19.36569405 18.81238365 1.0 -19.20916176 18.95423698 19.73728561 1.0 -19.36833191 19.76568985 20.12567902 1.0 -19.7762928 19.82223892 19.44170761 1.0 -18.71239281 18.65427017 17.98042488 1.0 -19.62866211 19.535923 18.34265709 1.0 -19.96665001 20.68304443 20.05857086 1.0 -18.68323898 18.74258041 18.20596504 1.0 -19.99869728 20.24416161 20.04970932 1.0 -19.87064362 19.60500717 18.49316978 1.0 -19.88168907 19.88699913 19.01645279 1.0 -18.52888107 18.76835442 18.53595352 1.0 -19.71391296 19.82421112 18.73199272 1.0 -18.21009445 19.93125725 21.01065826 1.0 -19.80791092 20.01604652 19.52904892 1.0 -18.78839111 19.54037857 18.86914825 1.0 -19.94399452 19.66892433 19.99944115 1.0 -18.24492073 18.61130905 18.02997398 1.0 -18.52849388 20.38166428 18.18021774 1.0 -19.58043098 19.58185196 20.17892075 1.0 -19.05404472 19.00956535 21.177248 1.0 -18.94090843 18.90704727 18.34430695 1.0 -19.83105087 20.03380013 20.09433556 1.0 -19.93968773 20.01447296 18.62591171 1.0 -19.74202347 20.04999924 19.69211578 1.0 -18.52029991 18.56282234 18.19761276 1.0 -19.84459686 19.53476143 19.3621769 1.0 -19.66352654 18.91949081 18.50384331 1.0 -19.84459114 20.11769295 20.29450035 1.0 -19.95372772 20.00666809 18.93132591 1.0 -19.32471466 19.6240921 19.27650833 1.0 -19.79622459 19.85968781 19.58525848 1.0 -19.90654945 19.90628624 19.62977219 1.0 -19.94568062 20.06962395 19.12137032 1.0 -19.65733337 19.7517128 19.53463745 1.0 -19.94850159 20.39166069 20.56492233 1.0 -18.6293869 18.2440052 17.84182167 1.0 -19.59395409 19.75504875 18.59928894 1.0 -19.85325432 19.55223465 18.36919022 1.0 -19.91155815 19.90573502 18.65171051 1.0 -18.93483734 18.94776535 17.85629082 1.0 -19.66882515 19.76982498 18.51034737 1.0 -19.96403503 20.07819748 18.95541191 1.0 -19.35381699 19.27005959 17.88970375 1.0 -19.9751358 20.29131317 20.09762383 1.0 -19.43191338 19.61202621 18.78338242 1.0 -19.88308907 19.82738495 18.56118393 1.0 -19.84465981 20.58188438 19.80366516 1.0 -19.38040352 19.29548454 18.73123741 1.0 -19.82058144 19.98241615 19.63202858 1.0 -19.30737114 19.95469666 20.31323242 1.0 -19.73296165 19.23826408 17.76597214 1.0 -19.99820328 19.92401886 19.51463699 1.0 -19.69528389 19.2479744 17.19996452 1.0 -19.64366913 19.24786758 18.12228394 1.0 -19.50065804 19.65932274 18.1823101 1.0 -19.89163017 21.62574005 19.98565865 1.0 -19.73969841 19.94527626 18.35612869 1.0 -19.94761467 19.72889709 18.85868454 1.0 -19.94867706 19.67559814 19.35473633 1.0 -19.73767853 19.54126358 18.07770729 1.0 -19.65638924 20.36735535 20.62317276 1.0 -19.89894867 19.84502411 18.63149834 1.0 -19.74343491 19.44489098 18.13822937 1.0 -19.72263336 21.32196617 21.67673492 1.0 -19.88880157 19.84810829 18.9767952 1.0 -19.50228119 21.49640465 20.48356819 1.0 -19.82945824 19.92339325 18.78831673 1.0 -19.59924507 20.06315231 19.91689682 1.0 -19.47021484 19.43884659 18.88089561 1.0 -18.27982903 17.99510193 17.3123188 1.0 -19.7220993 19.71703148 18.54766846 1.0 -19.41365051 19.57740402 17.63249207 1.0 -19.16229057 20.17141914 20.05450249 1.0 -19.80475998 21.15029716 21.81465912 1.0 -19.83243752 19.83925819 18.6111145 1.0 -19.80506516 20.5301857 20.14729118 1.0 -19.67845535 19.79997635 18.255476 1.0 -19.76261711 19.78705025 18.2902317 1.0 -19.42910576 19.20780182 17.92237663 1.0 -19.64076996 19.27022934 19.42090225 1.0 -19.85049057 19.11828423 17.65813637 1.0 -19.50273514 19.45938683 17.81938362 1.0 -19.94683456 19.92237091 19.2340107 1.0 -19.51207161 19.65263557 19.39480591 1.0 -19.55613327 19.40038109 18.30060196 1.0 -19.61314964 19.71956253 18.18920135 1.0 -19.93634033 19.92687607 18.71746063 1.0 -19.79078865 19.63458633 19.04490852 1.0 -19.03134537 19.26577187 18.50699615 1.0 -19.70990372 19.76651573 18.34990883 1.0 -19.83702278 20.05278587 18.88420868 1.0 -19.90714455 18.69231606 20.11414909 1.0 -19.56467819 21.05662155 20.80808449 1.0 -19.95241356 20.09042931 19.71835327 1.0 -19.66786575 19.85098839 18.94011497 1.0 -18.51921844 19.07572746 18.61312485 1.0 -19.36675262 19.29966736 18.6445446 1.0 -19.08563614 19.4088974 18.76867485 1.0 -19.76333046 19.19178391 16.54632568 1.0 -19.18330956 18.99132919 18.78607559 1.0 -19.99739075 20.0233593 19.72607613 1.0 -19.84564209 20.64876938 19.41268158 1.0 -19.01584053 19.1115284 18.30340195 1.0 -19.77544022 19.79911232 19.04506111 1.0 -19.78781128 19.72503853 19.34188461 1.0 -19.57640648 19.32830811 18.52887344 1.0 -19.06333733 18.87869263 18.03849983 1.0 -19.99886131 20.15461349 19.93785095 1.0 -19.74127769 19.47254181 18.22551346 1.0 -17.57095718 17.48221016 17.38015556 1.0 -19.71973228 19.26007843 20.26344681 1.0 -19.9610939 20.00196266 19.61804962 1.0 -19.76426697 19.9852066 18.86004257 1.0 -19.80890083 20.08888626 19.64992714 1.0 -19.55354881 19.45421791 18.29928017 1.0 -19.79658318 19.40385437 18.03313828 1.0 -19.84803581 19.93874359 19.00286865 1.0 -19.53389168 19.00828552 18.03433228 1.0 -18.94886208 18.85715866 17.75967598 1.0 -19.81075287 20.07132339 19.67570877 1.0 -19.77037621 19.93167114 18.64042664 1.0 -19.18949509 19.16406059 17.89596558 1.0 -19.5990448 19.71412277 18.2378006 1.0 -19.93417358 19.38599586 18.66069603 1.0 -18.46935463 18.07959175 17.96030998 1.0 -19.98418236 20.17292023 19.79325676 1.0 -19.73060226 20.09615135 19.51503372 1.0 -19.35860443 19.56413651 18.17684937 1.0 -19.98189545 20.0762043 18.59408379 1.0 -18.83141136 18.9151268 18.45490837 1.0 -19.67097664 19.50710106 18.32400322 1.0 -19.77685165 21.25955963 19.15384865 1.0 -19.70875549 19.95211411 19.47109413 1.0 -19.41999245 19.32828903 19.01817322 1.0 -19.99991989 19.84162903 18.92383194 1.0 -19.75062943 19.7728672 18.65182114 1.0 -19.03622055 18.85378265 18.92624283 1.0 -19.39425278 19.5280323 18.15659523 1.0 -19.22834396 19.45215988 18.48666191 1.0 -19.28999901 19.42367363 18.66795158 1.0 -19.26660538 18.95009804 17.95948219 1.0 -19.98589706 20.02658653 19.13109589 1.0 -19.56764793 19.70517159 18.7888298 1.0 -19.99577141 20.16057968 19.26707458 1.0 -19.7643795 19.8812561 19.63314819 1.0 -18.14629936 17.865448 17.74374962 1.0 -19.64021111 19.87213326 19.48241234 1.0 -19.05186653 19.10173416 18.51638031 1.0 -18.58045006 19.41100311 18.13445282 1.0 -19.84300041 19.28735161 18.38928986 1.0 -19.42045975 19.98776054 19.71824265 1.0 -19.71338654 19.58955765 18.3849411 1.0 -19.88486099 20.09022903 19.58722115 1.0 -19.40026474 19.44950485 18.21303177 1.0 -19.38689232 19.44459152 18.92709732 1.0 -18.60921478 18.60413361 17.82125664 1.0 -18.73602867 18.80311775 18.43432999 1.0 -19.75902939 19.7528019 19.45761108 1.0 -19.95047569 20.12355232 19.60798836 1.0 -19.65696526 19.6498642 18.18006134 1.0 -19.91000366 19.71117783 25.53268242 1.0 -19.51933861 19.28596687 19.05191612 1.0 -19.88792038 19.8310585 20.13936806 1.0 -19.78236389 19.95556641 19.57213211 1.0 -19.66563225 19.06066513 16.6815834 1.0 -19.48618698 19.5563488 18.49259377 1.0 -19.90533829 20.22937012 21.05152702 1.0 -19.07673073 18.95829582 18.19144058 1.0 -19.50756454 20.18427849 19.97032547 1.0 -19.22711182 19.29354477 18.3781147 1.0 -18.88642693 19.04872894 18.55317497 1.0 -19.83733559 20.14804459 19.49018097 1.0 -19.09613037 18.76946449 16.62490082 1.0 -19.50028801 21.14720535 21.11349106 1.0 -19.91843033 19.82547188 19.79239845 1.0 -19.95961952 19.79777527 18.55914307 1.0 -19.96666527 19.77130318 18.42189598 1.0 -19.62945366 19.72537994 18.28120422 1.0 -19.65249252 19.50008202 19.36162186 1.0 -19.90537643 20.01476288 19.68101883 1.0 -19.32512665 19.73435211 19.13852119 1.0 -19.83947754 19.45785522 18.07099152 1.0 -19.61634445 19.75733757 18.60993767 1.0 -19.73901367 19.74726295 19.07936287 1.0 -19.01459312 18.77446365 18.84065628 1.0 -18.70375443 18.82398987 18.00972939 1.0 -19.34930229 18.23972321 23.93297958 1.0 -19.78407478 19.29231071 17.8418045 1.0 -19.95134544 19.39366913 22.18272018 1.0 -18.90323448 18.83760834 21.12397766 1.0 -19.94421387 20.02335358 19.88797569 1.0 -18.83075905 19.01023865 18.59249496 1.0 -19.09053802 18.77337074 18.72931099 1.0 -19.36984444 19.50167084 18.91726875 1.0 -18.82119179 18.79396248 18.3507843 1.0 -19.99020958 19.97788048 19.6578083 1.0 -19.99226189 20.01078415 19.55684853 1.0 -19.54517365 19.21923447 17.95141792 1.0 -19.95699883 20.63783836 20.44852066 1.0 -19.9638195 20.13649368 19.37078094 1.0 -19.51683426 20.19651031 19.43293762 1.0 -19.98897934 20.36340332 19.94209671 1.0 -19.73517799 19.53921318 18.21231079 1.0 -19.81953049 19.86773682 18.40947723 1.0 -19.26418304 19.6213665 19.41929626 1.0 -19.82675362 19.58143234 18.51917076 1.0 -19.36769104 19.17481995 18.96455765 1.0 -19.80348015 19.6030941 18.59850502 1.0 -19.92297745 20.53402901 20.36993217 1.0 -19.48402596 18.42146683 19.10096741 1.0 -19.91797066 19.59194565 19.27283287 1.0 -19.28168488 19.41876793 19.24531746 1.0 -19.78757858 19.71128464 19.34438133 1.0 -19.59731102 21.50401306 20.11931801 1.0 -19.69617462 19.39281273 17.94079399 1.0 -19.96014214 20.97509193 20.52760887 1.0 -19.8814621 20.59882545 20.15651512 1.0 -19.88293839 20.63567734 20.61083603 1.0 -16.95605469 16.71816635 17.45429802 1.0 -19.90031433 19.79208755 19.57550621 1.0 -17.52278519 17.25214386 17.03751373 1.0 -19.60092163 19.44006538 19.03038788 1.0 -19.97615814 19.94310379 19.49562073 1.0 -18.62092018 18.89468384 19.25661659 1.0 -19.95853043 20.00706482 19.19407272 1.0 -19.44794464 19.85487747 18.64926338 1.0 -19.66759491 21.22973251 21.27376175 1.0 -19.52517891 19.6640892 19.20892334 1.0 -19.31223297 19.71127892 19.59269524 1.0 -19.67604256 20.21386528 19.30560303 1.0 -18.89780998 18.96090698 18.26405144 1.0 -19.85619545 19.49070168 18.57821846 1.0 -19.64472389 19.65242386 18.57421494 1.0 -18.73311615 18.85583687 18.36363983 1.0 -19.86763 19.53969383 18.19721031 1.0 -19.83793831 19.84650421 18.92337418 1.0 -19.81992531 19.63552666 18.74568367 1.0 -19.84396553 19.89932632 19.63964081 1.0 -19.01636887 18.88472366 18.25611687 1.0 -19.75524521 19.50990295 18.87350082 1.0 -19.15550041 19.28025627 18.80114174 1.0 -19.72172928 19.10030556 18.98590088 1.0 -19.76963997 20.1673584 20.18465996 1.0 -19.9531002 19.91261101 19.53961372 1.0 -19.69643784 19.94285774 19.52893829 1.0 -19.74774933 20.82251358 21.50492096 1.0 -19.71995735 19.86172676 18.80918503 1.0 -18.97695541 19.04970551 20.12663269 1.0 -19.36498451 19.22239304 18.71155167 1.0 -18.86829758 18.86350822 18.2148056 1.0 -19.32849503 19.43638992 18.76837158 1.0 -19.79084969 19.89000702 19.57716751 1.0 -18.56580353 18.67489624 18.03318405 1.0 -19.75072479 19.76351166 19.11363411 1.0 -18.68366814 19.01901054 18.56203461 1.0 -19.97493362 20.03576279 19.94248962 1.0 -19.40898514 20.00048637 21.3299675 1.0 -18.63562775 18.70138359 18.03072548 1.0 -19.93711472 20.23819923 20.05441666 1.0 -19.72058678 19.37363434 18.15201378 1.0 -19.01058769 19.13892365 18.50237656 1.0 -19.97624588 20.50714493 19.63528252 1.0 -18.50563431 18.52912712 18.12462997 1.0 -18.43374062 17.67598724 17.13192749 1.0 -19.98606491 20.04353142 19.326931 1.0 -19.52428627 19.62673569 19.20745087 1.0 -19.97827339 20.35249519 19.67363358 1.0 -19.94523239 20.18021393 19.51424789 1.0 -19.83588982 19.98250389 18.72031021 1.0 -18.94483566 18.44591522 19.05496788 1.0 -17.18984795 17.26218605 17.21795273 1.0 -19.83892441 20.13813019 19.93423271 1.0 -19.69984055 19.88383293 19.50966644 1.0 -19.38674164 19.51010895 18.97382927 1.0 -19.70379829 21.38419342 21.26832771 1.0 -18.87637901 19.08036613 17.90922737 1.0 -19.5634594 19.54677391 19.21289825 1.0 -19.90546036 19.87820053 18.30621147 1.0 -18.74728203 18.69712448 18.08543015 1.0 -19.33880997 19.21002197 18.11350632 1.0 -19.77109146 19.70003319 18.65253258 1.0 -19.15827751 19.06710243 17.97043228 1.0 -18.93435097 19.56533432 19.52797508 1.0 -19.84148216 20.20033836 19.92433548 1.0 -19.86650658 19.80559349 18.94357872 1.0 -19.2485218 19.38900185 19.08052254 1.0 -19.95468712 19.99393082 19.77261925 1.0 -19.38374329 19.33410263 18.78976822 1.0 -19.63248825 19.29907227 19.4320507 1.0 -18.82932854 18.86354637 18.54206657 1.0 -19.73951149 19.3424778 18.13300133 1.0 -19.70749664 19.5956955 19.26021194 1.0 -19.8137722 20.07598877 19.59879494 1.0 -19.7720356 19.38656807 20.43743134 1.0 -18.85283852 18.29229736 24.91661453 1.0 -19.3481369 20.36629105 18.21332741 1.0 -19.21417236 19.00457191 18.25425911 1.0 -19.51714134 20.77320099 18.73459435 1.0 -18.51498795 17.77141953 18.49264717 1.0 -19.85648537 19.79576302 19.30788231 1.0 -19.76255608 19.79796028 19.40877914 1.0 -19.93637657 20.20128822 19.46286583 1.0 -19.75821495 20.53423119 19.6611824 1.0 -19.63606644 19.34860611 18.63043022 1.0 -19.75422668 19.5526638 18.32686043 1.0 -19.49314308 19.54792404 18.81760216 1.0 -19.11777306 17.1390667 17.94343185 1.0 -19.87108803 19.91342354 19.63925552 1.0 -19.95756721 19.87968826 18.84961128 1.0 -18.70911026 20.21724701 19.34951019 1.0 -19.63697052 19.29644012 18.81598091 1.0 -18.86783409 19.1616993 18.12472153 1.0 -19.43732834 19.64424515 19.23449326 1.0 -19.94130707 20.23981857 19.11072159 1.0 -19.80814934 19.6383152 18.39980125 1.0 -19.19302177 19.75278664 19.35676575 1.0 -19.53458405 19.24708366 18.50756073 1.0 -19.82532883 20.20409584 19.79405785 1.0 -19.82020569 19.9155941 19.24590302 1.0 -19.62475967 19.58609581 18.60624886 1.0 -19.20822144 19.20160484 18.41180229 1.0 -19.60309982 19.26268387 20.68309784 1.0 -19.61740303 19.86345291 19.36554337 1.0 -19.71055984 20.06746864 22.07893944 1.0 -19.80497169 19.82444763 19.75815964 1.0 -19.46538162 19.77317429 17.81349373 1.0 -19.83304596 19.74590492 19.5041275 1.0 -19.06818581 18.85760117 17.73368835 1.0 -19.7563324 19.04327583 17.76593208 1.0 -19.16826439 18.66331291 18.41761398 1.0 -19.13630486 19.1466217 18.64713669 1.0 -19.58455276 19.4363327 18.08906174 1.0 -19.86279488 19.84155464 19.82068062 1.0 -19.849226 19.85785866 19.36404037 1.0 -19.63216209 19.81100273 20.36502266 1.0 -19.91410065 19.49341202 20.02544975 1.0 -19.39634895 19.69527054 18.26933289 1.0 -19.94701385 19.73909569 18.15038109 1.0 -19.97333527 20.04918098 20.15093613 1.0 -19.70885086 20.75195312 24.05998611 1.0 -19.56081581 18.34021568 22.55003357 1.0 -19.88911819 20.09713745 19.75727272 1.0 -19.88396072 19.77428627 18.47237778 1.0 -19.42069435 19.49491119 18.07852936 1.0 -19.79671669 20.2034111 19.23767853 1.0 -19.88542557 19.70492744 18.43233109 1.0 -19.64331818 19.56365585 18.25921822 1.0 -18.6856575 18.76543808 18.45721436 1.0 -19.39718246 19.62239456 19.05325508 1.0 -19.7472477 19.92773628 19.71829033 1.0 -19.74134445 19.68042946 18.22535515 1.0 -19.84342766 19.92235947 18.83306694 1.0 -19.58409882 21.198946 20.58358002 1.0 -18.93841553 19.25071716 19.4485817 1.0 -19.5525322 19.62401581 19.40221405 1.0 -19.91738892 19.87452888 19.13248062 1.0 -19.65121269 19.63706779 18.32434273 1.0 -19.6393528 19.48014069 18.70211601 1.0 -19.9553299 20.91599274 20.76981735 1.0 -19.32413483 20.83597565 20.04630089 1.0 -19.03155518 19.68701363 19.34770393 1.0 -19.913908 19.74517822 18.11338806 1.0 -19.46735382 19.67743301 18.95544815 1.0 -19.87004471 20.19056702 19.77318954 1.0 -18.42503929 18.67079926 21.19177628 1.0 -19.16844559 19.96671486 19.5573616 1.0 -18.67350388 18.7714386 17.983181 1.0 -19.71847343 19.49968529 17.717062 1.0 -18.84745789 19.29877281 20.34614563 1.0 -19.43225288 19.39936638 18.41591835 1.0 -19.64983749 19.38491631 17.64814758 1.0 -19.95827293 20.16604042 18.63755226 1.0 -19.63195038 19.66474533 19.05228615 1.0 -19.80509377 19.62459564 18.05854225 1.0 -19.9291153 19.74663734 18.90262794 1.0 -19.5730381 19.06102943 17.78938103 1.0 -19.53212166 19.56881905 19.2153492 1.0 -19.92341995 19.91773987 19.50645065 1.0 -19.46386528 19.53083611 18.43557739 1.0 -19.81086922 20.72053337 20.69232178 1.0 -19.75059891 19.35315704 18.20401382 1.0 -19.78132248 19.89803696 19.38722038 1.0 -19.94832993 19.8696003 19.41558647 1.0 -19.57600594 18.87377548 18.3640976 1.0 -19.2992115 19.39143944 18.99312592 1.0 -19.733284 19.65993309 19.22618294 1.0 -19.55797958 20.71873856 21.32865715 1.0 -19.78988075 20.10762787 20.66396332 1.0 -19.35567284 18.96082497 16.6225605 1.0 -19.98752403 19.65495872 19.4691391 1.0 -19.82118034 20.00768661 18.75179672 1.0 -19.79741669 19.63892365 17.99790573 1.0 -19.76561356 19.83500862 18.44912338 1.0 -19.87908173 19.81599617 18.43466377 1.0 -19.612957 19.40395546 18.41989326 1.0 -19.57239914 19.49566269 17.78241539 1.0 -19.74705315 19.79222298 18.83327484 1.0 -18.65617752 18.05340195 18.16236877 1.0 -19.68245316 20.18162918 20.01486397 1.0 -18.83266449 19.42515182 19.31900215 1.0 -19.70845032 19.86942673 19.35373116 1.0 -19.87432671 19.99376106 19.49835968 1.0 -19.43625069 21.32765198 20.34169579 1.0 -19.21675301 19.24529648 18.57075691 1.0 -19.22397423 19.33552933 18.38228416 1.0 -19.56493378 19.29299355 17.55249786 1.0 -19.76140022 19.35102272 18.17698479 1.0 -19.77828217 19.82538033 19.44635773 1.0 -19.74118233 20.017313 19.57669258 1.0 -19.98339081 19.9603157 19.44900131 1.0 -19.82721329 19.68442535 18.56384277 1.0 -18.61188316 18.38524055 19.06653023 1.0 -19.81763077 19.41477394 18.53336143 1.0 -18.97337151 19.51553917 18.66018105 1.0 -18.22771263 18.78111649 19.66951752 1.0 -19.97122574 20.12311554 19.17036057 1.0 -19.35234642 20.35128784 19.52133179 1.0 -19.88949776 20.66931725 19.0394268 1.0 -19.85553169 19.67043877 18.1245575 1.0 -19.40935707 19.55391502 19.23754883 1.0 -18.74521065 19.58830261 18.56237221 1.0 -19.99445534 19.57915878 18.37703133 1.0 -19.92728615 20.08344841 18.98083687 1.0 -19.94334984 20.56672859 16.49021721 1.0 -19.90787125 19.93212128 19.66915321 1.0 -18.96362495 18.90467834 18.07301521 1.0 -18.60647583 18.61325455 18.17498589 1.0 -18.68636513 18.72826767 18.12392235 1.0 -18.57797432 18.44589424 17.96843147 1.0 -19.68214226 19.88545036 18.62847328 1.0 -19.62728691 19.87171555 19.41530037 1.0 -19.51221466 19.56712151 18.61412811 1.0 -19.91429901 20.04547882 19.58805275 1.0 -19.4365387 19.4962616 18.37134171 1.0 -19.99113846 20.11025429 19.67263603 1.0 -19.96325111 20.15084839 19.68172073 1.0 -19.7635994 19.93163681 19.94087029 1.0 -16.94987679 16.37571716 16.17235184 1.0 -19.52389717 19.49067879 18.38732338 1.0 -19.37064743 19.53141975 19.84163857 1.0 -16.81485558 18.49603653 19.06323624 1.0 -19.53606796 19.47440338 19.66211128 1.0 -19.3671627 20.92310524 22.40979958 1.0 -18.34823227 18.73713493 18.63452339 1.0 -19.68917465 20.03575516 19.54533768 1.0 -19.60478401 19.62895012 19.12871361 1.0 -19.47186661 19.48163414 19.08008575 1.0 -19.16753197 19.31476021 18.45874023 1.0 -19.01093674 19.26506615 18.60462379 1.0 -18.88133812 18.5939579 18.46321487 1.0 -19.73966408 19.57283592 18.56487656 1.0 -18.59991074 19.44305992 19.01740265 1.0 -19.54405785 19.45730209 17.77965546 1.0 -19.72559738 19.61857986 19.56772041 1.0 -19.43859482 19.63230515 19.19620895 1.0 -19.37419319 17.99760056 20.13294601 1.0 -19.80647278 19.38922882 18.07719612 1.0 -19.11909485 19.14400291 18.99378777 1.0 -19.93906593 19.95790672 18.85196495 1.0 -19.61331558 20.06037903 18.98507118 1.0 -19.80903244 19.51078606 19.01372147 1.0 -19.86693573 20.13041496 19.70357132 1.0 -19.81742096 20.00491524 19.35969162 1.0 -19.92917442 19.68457985 18.95612907 1.0 -19.13401413 19.39878845 18.78246498 1.0 -19.9187355 19.25142288 19.214077 1.0 -19.96935654 20.36355591 20.26680374 1.0 -19.10162926 18.93948364 17.79323959 1.0 -18.74169159 19.44128036 19.62537575 1.0 -19.84110832 19.62210846 18.4025631 1.0 -19.98260307 19.9492836 18.69467163 1.0 -19.48649979 18.35588455 17.60019684 1.0 -19.77035141 20.01900864 19.48481178 1.0 -19.34079361 19.5586834 19.07600975 1.0 -19.81360435 19.93772125 19.58125877 1.0 -19.84662628 19.88258934 19.74464798 1.0 -18.04053688 18.49232292 17.79327202 1.0 -19.7031002 20.20194244 19.70493126 1.0 -19.97152901 20.02912712 19.64519501 1.0 -19.92879295 19.67456436 18.23785782 1.0 -19.14448547 19.84955978 20.299757 1.0 -19.83994293 19.94861794 18.62969589 1.0 -19.68737221 19.59600067 18.70604134 1.0 -18.64050293 20.01054192 20.65703964 1.0 -19.16153336 19.51960754 19.007967 1.0 -19.67661476 19.86937141 18.68020821 1.0 -19.62550735 20.05031204 19.21021652 1.0 -19.65717125 19.77750206 18.46874428 1.0 -19.89937592 19.54100037 18.45422745 1.0 -19.9333725 20.04117393 19.00649071 1.0 -19.88277054 19.94638252 19.74250412 1.0 -19.93839073 20.26744652 19.09523582 1.0 -19.87822342 19.86668015 19.34951019 1.0 -19.62469864 19.63620377 19.2221756 1.0 -19.97389221 19.79782486 19.56585312 1.0 -19.88663101 19.37512589 18.79795837 1.0 -19.71885681 19.93081665 19.47997665 1.0 -19.04798126 19.03837967 18.4841423 1.0 -19.14893723 19.15338898 18.62311935 1.0 -19.98364449 20.57414627 20.01430702 1.0 -19.30731583 19.33355331 18.83031082 1.0 -19.91433144 20.04640579 19.19186211 1.0 -19.89451981 20.4089489 19.86837196 1.0 -19.79127693 19.83747864 19.46914673 1.0 -17.94337654 17.77620316 17.48353958 1.0 -19.34282303 19.04590416 17.95477676 1.0 -19.97487259 20.72327232 20.0412426 1.0 -19.89840508 19.39591026 17.94182205 1.0 -19.51840782 19.67201805 19.23290825 1.0 -19.96314621 19.95930672 19.62420654 1.0 -19.81003571 19.5497036 18.33350563 1.0 -19.44025612 19.80236626 19.53633118 1.0 -19.61812973 19.53066063 19.24180412 1.0 -18.89216232 18.98109055 18.45555878 1.0 -19.05125046 18.99262428 17.37114525 1.0 -19.68527031 19.47399521 17.86598969 1.0 -19.77669144 19.88271713 19.70653534 1.0 -19.57587814 19.55015182 18.60242462 1.0 -19.74591064 20.06309128 19.55947495 1.0 -19.75780869 19.47056198 18.91441536 1.0 -19.90239716 19.2945137 17.73965454 1.0 -19.95741844 20.26322365 19.9734211 1.0 -19.86824989 19.90921021 19.12385559 1.0 -19.92043495 19.69774437 18.54207611 1.0 -19.59697342 19.13139725 17.71252251 1.0 -19.2699337 19.65733719 17.51035118 1.0 -19.08907509 18.83347893 17.88737106 1.0 -19.63375664 19.70650101 19.00152969 1.0 -19.53209496 18.957407 22.21209526 1.0 -19.83467102 18.8489151 18.56631851 1.0 -19.80052757 19.87741661 19.77475166 1.0 -18.80318832 19.32821655 19.02453995 1.0 -19.81781006 19.65145493 19.35277176 1.0 -19.60962868 19.6323967 19.2440052 1.0 -19.11676216 19.41697502 18.28025818 1.0 -19.63905334 20.05375862 20.41670609 1.0 -19.56855774 19.95092773 19.52937698 1.0 -19.96545601 20.62405968 20.15799522 1.0 -19.64757729 19.49668503 19.00701523 1.0 -18.42602348 18.78068924 18.12934113 1.0 -19.64991379 19.05566406 22.97247887 1.0 -19.40317535 19.32596397 18.33253479 1.0 -19.24139595 18.9663887 18.73116302 1.0 -19.8223629 20.07998848 18.97614098 1.0 -19.88225555 19.91287994 19.67683029 1.0 -19.82060623 19.77890396 19.14400291 1.0 -19.46291733 19.81616783 19.32686424 1.0 -19.34768486 19.5676136 18.3764019 1.0 -19.88090324 19.92803192 19.68743324 1.0 -19.54809761 19.65945244 18.23942947 1.0 -18.62589645 18.80270958 18.49859619 1.0 -19.81045914 19.54066467 19.2087574 1.0 -18.88730431 19.14886475 18.94198036 1.0 -19.05784225 18.80680084 18.73359299 1.0 -19.88971901 19.75232887 18.78393555 1.0 -19.71246719 19.92612839 16.75284386 1.0 -19.81833458 19.66476822 17.8713932 1.0 -19.75716972 19.30997276 19.56973076 1.0 -18.98612404 19.09609222 18.77128983 1.0 -19.83119011 19.69115067 18.67295647 1.0 -19.94117546 19.27212715 19.1638813 1.0 -19.79841805 19.90029144 19.21702766 1.0 -19.82759857 19.84926033 19.39036369 1.0 -19.89364433 20.80918503 19.31487274 1.0 -19.45372772 20.08218002 21.66525841 1.0 -19.7037735 21.09279823 20.59907341 1.0 -19.80763054 20.05810356 19.75694656 1.0 -19.93006325 19.50498199 18.28139877 1.0 -19.75269699 19.79815102 18.45395851 1.0 -19.49628067 19.33368301 19.67236519 1.0 -19.22396469 20.07206917 21.71566391 1.0 -19.94590187 19.87892532 18.90076637 1.0 -19.7608242 19.97655296 19.45580864 1.0 -19.98264313 19.97465897 18.78043365 1.0 -19.81777954 20.03418541 19.77839661 1.0 -19.43542671 19.48762703 17.75716591 1.0 -19.57250595 19.58366394 19.17906952 1.0 -19.61700821 19.51169968 19.0633316 1.0 -19.57845116 19.30192947 21.03354073 1.0 -19.76324272 18.4147625 23.60508156 1.0 -19.91573524 19.75171661 18.47694778 1.0 -16.67145348 17.33242607 18.8731823 1.0 -19.94460106 20.04854965 19.72181129 1.0 -19.37304497 19.43017006 19.10583115 1.0 -19.40432549 19.58579636 19.42370415 1.0 -19.63736343 19.61479759 19.98793602 1.0 -19.91777992 19.75092697 18.55194283 1.0 -19.7450943 19.72610283 19.30652428 1.0 -18.48500633 18.61117554 18.2002964 1.0 -19.63437843 19.53227806 18.17091942 1.0 -18.90670204 19.19208336 18.58872414 1.0 -19.67564774 19.49609375 18.75837898 1.0 -19.61271286 19.63951302 17.98899651 1.0 -17.92721367 17.2732029 16.95130348 1.0 -18.62282753 18.66290283 18.21822739 1.0 -19.87659645 19.78904343 18.18988609 1.0 -19.81216049 19.77979279 18.80997086 1.0 -19.87619972 20.01636314 19.56266403 1.0 -19.89249992 19.64051437 18.48105049 1.0 -19.47441292 20.63606071 19.49071503 1.0 -19.16941071 19.25461006 18.68662643 1.0 -19.59287071 19.81274033 21.29257584 1.0 -19.89801979 20.05759621 19.58314323 1.0 -19.84695435 19.86973 18.90224648 1.0 -19.32046318 19.62198639 19.43751717 1.0 -19.95181274 20.95339012 19.60430908 1.0 -19.92385483 19.98278046 18.85214424 1.0 -19.87758255 19.80267906 18.84674072 1.0 -19.28642082 19.40172577 18.78191376 1.0 -19.80176735 19.32768822 18.1100502 1.0 -19.88798904 19.89318657 18.85980606 1.0 -19.73206329 20.2322464 19.7300663 1.0 -19.67197037 19.60118294 18.57179832 1.0 -19.87697029 20.33207321 20.62983894 1.0 -19.6367321 19.50744629 19.2575264 1.0 -19.62125587 19.98565483 19.58690071 1.0 -18.86624336 18.76891708 18.07844734 1.0 -19.93181038 19.65083885 19.45064163 1.0 -18.66343307 18.81563759 18.20918846 1.0 -19.88249969 19.91183662 20.00613403 1.0 -19.94812393 20.20893478 19.60638428 1.0 -19.09689713 19.23750114 18.87775421 1.0 -18.91264153 18.90906525 18.00347328 1.0 -19.70363235 19.36901665 18.14290428 1.0 -19.4610424 19.69418907 19.20602226 1.0 -19.81970024 20.48756218 20.1333828 1.0 -19.77825165 19.68092918 18.76446724 1.0 -19.89204788 19.86802673 18.52984047 1.0 -19.33944321 19.67190742 19.07614708 1.0 -19.77747726 19.84720612 18.74470901 1.0 -19.97553444 20.07688522 20.32134819 1.0 -19.95967484 20.14227486 19.83749008 1.0 -19.80721664 19.66553116 19.2972374 1.0 -19.87377357 19.95572472 19.03971863 1.0 -19.48242378 19.66002274 19.33736992 1.0 -18.2672081 19.56837082 20.30611038 1.0 -19.69684792 19.88731384 19.45750237 1.0 -16.26762772 15.612081530000001 15.51464653 1.0 -19.90842819 20.03949165 18.64108467 1.0 -19.89647675 19.63990974 20.27204323 1.0 -19.75772095 19.77818298 19.11188889 1.0 -19.97340393 20.25778008 18.67719841 1.0 -19.80747986 19.81214142 19.45411873 1.0 -19.85847664 19.86580658 18.46580696 1.0 -19.67880058 19.6223774 19.28556633 1.0 -19.98914909 20.13353348 19.16001892 1.0 -19.61584854 19.26449203 18.95230675 1.0 -19.62860489 19.8149128 18.70133018 1.0 -18.93559456 19.78796196 19.82504654 1.0 -18.86194801 19.19733238 18.7861042 1.0 -19.1042881 21.04486847 19.77266693 1.0 -19.36433792 19.54107094 19.07526016 1.0 -19.78953743 19.96781349 18.72512245 1.0 -19.78295517 19.26822281 17.98890305 1.0 -19.30537605 19.60638237 19.04026604 1.0 -19.94147491 19.73955917 18.77653503 1.0 -19.16689301 19.96559715 20.57456589 1.0 -19.78010559 19.91164017 18.85323334 1.0 -19.33182335 19.11355782 18.76521301 1.0 -18.91233444 19.07072067 18.31383324 1.0 -18.69892502 18.88168335 18.15925789 1.0 -19.07534027 19.29921341 18.19667053 1.0 -19.96554184 20.05879021 19.3015213 1.0 -19.97975922 19.81917 19.48215866 1.0 -19.39764595 19.4005928 19.12927055 1.0 -19.72720909 19.35775757 19.08728409 1.0 -19.36813927 19.78979301 18.47574234 1.0 -19.7839489 19.84266281 19.44171143 1.0 -19.27894974 19.57486725 18.76857567 1.0 -19.94924736 20.18625259 19.76832771 1.0 -19.64457512 19.96052933 19.63797188 1.0 -19.86763 19.81609726 19.45265961 1.0 -19.93481445 20.08399963 19.39917755 1.0 -19.68671608 18.9875164 18.03490448 1.0 -19.8673687 18.74756622 17.97180939 1.0 -18.88381767 19.49744225 18.7100296 1.0 -19.98306465 19.01621819 19.3922081 1.0 -19.32699013 19.26104546 18.82174873 1.0 -19.69932747 19.08820915 18.46701813 1.0 -19.88656235 20.05604553 19.73870087 1.0 -19.8751049 19.46617889 18.96197128 1.0 -19.58955574 19.47668648 19.1106472 1.0 -18.732584 18.75050926 18.20786095 1.0 -19.87582397 21.40221024 21.10007668 1.0 -19.68844414 19.73243713 18.56659698 1.0 -18.62342262 18.43543434 17.99907494 1.0 -19.53813934 20.76180077 20.484869 1.0 -19.65761185 19.86097145 18.50074577 1.0 -19.90639114 19.90934181 18.84016609 1.0 -19.64745712 19.55601883 18.48130035 1.0 -19.97348022 19.99560928 19.42006874 1.0 -18.69309616 18.78088951 18.17603493 1.0 -19.47249985 19.34710312 18.92973709 1.0 -19.62347031 19.83270836 19.44786263 1.0 -19.92632103 20.17536736 18.65076447 1.0 -19.55032921 19.0195694 18.49999619 1.0 -19.95323372 19.51522827 18.02868652 1.0 -18.60511017 18.20690727 18.28554535 1.0 -18.77586174 18.95036697 18.36413765 1.0 -19.00921631 18.00130272 17.30564117 1.0 -19.53360367 19.45293999 19.02565002 1.0 -18.82302856 19.41687012 18.09565163 1.0 -19.80664444 20.18398094 19.26573753 1.0 -19.73532677 19.83650589 18.62373161 1.0 -19.52699089 20.77075768 18.63677979 1.0 -19.5658493 20.65503693 19.40065002 1.0 -19.45877838 19.57932663 19.26322174 1.0 -19.5218029 18.93632126 17.33107567 1.0 -19.86748695 19.82563591 18.82590675 1.0 -19.75140953 21.58901978 20.48861313 1.0 -18.72828102 17.90569687 17.38172531 1.0 -19.96317291 20.36744881 20.26221466 1.0 -19.26247597 17.50387192 17.82324219 1.0 -19.52900696 21.27917862 20.18199348 1.0 -17.10626793 18.21318626 18.58576012 1.0 -18.29985046 17.39647484 28.74045372 1.0 -19.52344131 19.0038147 17.44723701 1.0 -19.42343521 19.58255196 19.08622169 1.0 -18.09288406 19.22737122 18.38369942 1.0 -19.78507805 19.3005352 18.38546371 1.0 -17.50918198 18.43757439 17.3007431 1.0 -19.72699165 19.17512894 17.58177376 1.0 -19.45732307 18.12937164 18.54965591 1.0 -18.81015205 18.68045616 18.10144234 1.0 -19.98599434 19.96706963 19.7045536 1.0 -18.75679779 18.94405174 19.35604477 1.0 -19.34350014 19.35402489 18.85018539 1.0 -19.89062119 19.71163368 19.34228325 1.0 -19.5308857 20.01367569 18.88133049 1.0 -18.76383781 17.56706429 18.65468025 1.0 -18.51636124 18.21549225 18.04647064 1.0 -19.91623688 19.7081089 18.64743805 1.0 -19.91771507 20.29276085 21.1917038 1.0 -19.16357994 18.11181641 18.56880569 1.0 -19.7241993 19.70017815 19.38665771 1.0 -19.95506096 19.89323044 18.86447716 1.0 -19.54883766 19.69849777 18.54455185 1.0 -19.8120327 19.96148682 18.83450699 1.0 -19.16176033 18.02981186 18.43465614 1.0 -18.20357513 19.46228409 19.86636925 1.0 -19.40182877 21.33691597 20.16249084 1.0 -19.79289055 19.72063446 18.36034012 1.0 -19.79367447 19.56936264 18.34631538 1.0 -19.73477745 20.53553581 20.14295959 1.0 -19.90917778 19.3551445 19.71008492 1.0 -19.98906136 20.83357239 21.58301926 1.0 -19.03346252 19.14858437 18.01284218 1.0 -19.89810562 20.00752449 19.23368835 1.0 -19.02241516 19.26337814 18.47550583 1.0 -18.53061485 18.4582653 17.87992287 1.0 -19.59864616 19.73868752 18.29112053 1.0 -19.96348572 20.44457436 19.99798393 1.0 -19.2154026 19.24864769 18.83182526 1.0 -19.95046043 20.84580421 20.72120285 1.0 -19.47749901 19.55203629 19.10948563 1.0 -18.64430428 18.86997604 18.42762947 1.0 -19.42523956 19.90795135 19.3657074 1.0 -19.31625175 19.73353386 19.08418465 1.0 -19.73186302 19.69655991 19.32383919 1.0 -19.07875443 19.16443253 18.72240448 1.0 -19.12384987 18.9935627 18.13252449 1.0 -19.99777794 20.157547 19.04841995 1.0 -19.46498871 19.58401489 18.57620239 1.0 -19.62285614 19.88538551 19.21211052 1.0 -19.85581589 19.88436508 19.06791687 1.0 -19.89300919 19.82200813 18.61525536 1.0 -18.9961834 19.11351013 18.33050919 1.0 -19.94707108 20.12897873 19.9124012 1.0 -19.82720757 19.85966492 19.52244377 1.0 -19.63123894 20.62605286 19.00061417 1.0 -19.76760292 19.90871429 18.16313171 1.0 -19.81482315 19.67457199 18.96775246 1.0 -19.84012222 20.0465374 19.07079506 1.0 -19.81183434 19.42790794 19.28247643 1.0 -18.35460663 18.12057686 17.56626701 1.0 -19.09866333 19.19805527 18.06325912 1.0 -19.9092617 20.83800125 20.23444176 1.0 -19.85514259 20.09384727 19.92718315 1.0 -19.35314751 19.27338791 18.22838783 1.0 -19.92482185 19.33359337 17.84827614 1.0 -19.07724571 19.22160912 18.48173332 1.0 -19.5469265 19.37046814 18.09933281 1.0 -19.33997917 19.72433281 19.37939072 1.0 -18.78526497 18.91749382 18.44932747 1.0 -16.98952293 18.50212097 18.18962669 1.0 -19.90518379 20.07898903 18.98181725 1.0 -18.37396431 19.92104149 20.2606945 1.0 -19.27505875 19.39749146 18.35167313 1.0 -18.18235016 19.71635056 19.9231739 1.0 -19.50162697 19.73828316 18.56150818 1.0 -19.9910984 20.07413673 18.76894379 1.0 -19.67101288 19.72818947 19.90224457 1.0 -19.16215134 19.4334774 18.94668961 1.0 -19.58200073 19.60647583 18.50822639 1.0 -19.14216423 19.04445839 18.41555786 1.0 -19.05837822 19.2234726 18.48478699 1.0 -17.35596466 17.42364883 17.52397919 1.0 -19.89698601 19.81988335 18.83232689 1.0 -19.67387772 20.58023834 20.59693718 1.0 -18.55467224 18.63437462 18.05004692 1.0 -19.01270485 19.18460274 20.47213554 1.0 -19.46313667 19.45479774 19.28360176 1.0 -19.65589333 20.42934799 20.03831863 1.0 -19.96073532 20.4742794 19.9611969 1.0 -18.6857357 18.99510765 18.46588516 1.0 -19.95414162 19.9015255 18.51543808 1.0 -19.48139 18.98255157 18.83355522 1.0 -19.76817131 19.60701561 19.33294296 1.0 -19.95362854 20.33963394 19.94863892 1.0 -18.43630791 18.50837135 17.56466103 1.0 -18.90818214 19.2806263 18.68063927 1.0 -18.85331345 18.08183289 17.56886292 1.0 -19.54497337 19.26212502 19.34385681 1.0 -19.9597702 19.77745819 18.60090256 1.0 -19.79643631 19.97986603 19.61838531 1.0 -19.30672264 19.55363846 18.74505615 1.0 -19.75531387 19.84553528 20.35485268 1.0 -19.74082565 18.74642754 18.5150032 1.0 -19.83501816 19.39891052 18.32923698 1.0 -19.96731949 20.14947701 18.80641937 1.0 -19.98961258 19.83490753 19.2067318 1.0 -19.8822937 20.29414177 20.84738159 1.0 -19.36759377 19.60618401 18.4066658 1.0 -19.34225273 19.38492012 18.32704926 1.0 -19.76382446 19.87481689 19.41694069 1.0 -19.67037392 19.46846962 20.17838478 1.0 -18.13265228 18.80821419 18.43385315 1.0 -19.44883347 19.21935654 18.7108345 1.0 -19.60424805 19.72696495 19.28606796 1.0 -19.877285 19.99878883 19.71154022 1.0 -19.79343033 19.69397163 19.12955093 1.0 -18.70018005 19.81119347 18.98993492 1.0 -19.17087936 19.9038372 19.40444565 1.0 -18.88763809 19.11089325 17.98974228 1.0 -19.70198059 20.1096611 19.26026535 1.0 -17.17321968 16.56536102 17.61005211 1.0 -19.99561501 20.03812027 19.55057526 1.0 -19.83761978 19.77814484 19.57828903 1.0 -19.19576645 19.75996208 19.51917076 1.0 -19.74715042 19.96385956 17.63857269 1.0 -19.81139565 19.92433167 19.39707756 1.0 -19.73019409 19.78925323 19.35246658 1.0 -19.91952896 19.95206451 19.8410778 1.0 -19.88833618 19.99795723 18.65084076 1.0 -18.53573608 18.75629616 18.38381958 1.0 -19.66078377 20.0825119 19.86443138 1.0 -19.89135551 19.66498375 20.51396561 1.0 -19.80381393 19.47288704 18.04096985 1.0 -18.64351654 19.10572815 20.98945427 1.0 -18.16357994 18.37682915 20.62765312 1.0 -17.07886696 17.15914536 20.10509872 1.0 -19.64782524 19.37701607 18.10204697 1.0 -19.52953529 20.14288139 19.78285789 1.0 -19.9372921 21.4006691 20.29738426 1.0 -18.96002388 18.77955437 19.90557671 1.0 -19.5027771 19.59969902 19.23437119 1.0 -19.59904289 19.55927277 18.53505516 1.0 -18.65888596 16.72915649 16.39873695 1.0 -19.92791939 19.85479546 19.01119995 1.0 -18.84266281 19.77801514 23.67075539 1.0 -19.47827721 19.76296234 18.76953125 1.0 -19.67616081 17.96282196 19.72558594 1.0 -19.77082253 19.91116905 18.66046906 1.0 -19.05978775 19.28557014 18.17296982 1.0 -19.87783051 20.07856178 19.14818954 1.0 -19.5061264 19.54496193 18.97846222 1.0 -19.87368011 19.66158676 18.34260559 1.0 -19.45508385 19.63364792 18.65984917 1.0 -18.91612816 19.08626747 18.57415581 1.0 -19.68177223 20.16306686 19.61613274 1.0 -19.46467972 19.49167442 19.00019646 1.0 -19.68271446 19.27952576 17.82230568 1.0 -18.94189644 19.32641983 19.09060287 1.0 -18.93432045 18.79511261 18.36001205 1.0 -19.8913784 20.07892418 19.81785393 1.0 -19.27782631 19.03026772 17.07243919 1.0 -19.92500877 20.38087845 21.10011673 1.0 -19.14317894 19.31977272 18.24292946 1.0 -19.72377586 19.48959541 18.30055428 1.0 -18.99195671 19.12793732 19.1263485 1.0 -19.55487442 21.33431435 20.51006889 1.0 -19.9088707 19.75689697 19.11246109 1.0 -18.91772461 18.91994858 18.52170753 1.0 -19.97619629 19.33100891 18.01774979 1.0 -19.99802971 19.88995361 19.5936718 1.0 -19.99443245 19.33352089 17.5705719 1.0 -19.37256622 19.24659538 17.97717857 1.0 -19.46254539 19.79826355 19.7566967 1.0 -19.62428665 19.40892982 18.07443619 1.0 -19.92432213 19.88030434 19.34471703 1.0 -19.90468025 19.64850807 18.62797165 1.0 -19.52803421 20.38888359 20.37278748 1.0 -19.91189575 20.39329338 19.58055115 1.0 -19.43433952 20.01004601 19.77149963 1.0 -19.63412476 19.26108742 17.91129494 1.0 -19.7741394 19.73719788 18.43598557 1.0 -19.91073418 19.96406937 19.16942215 1.0 -19.83913803 19.53345871 17.92812157 1.0 -19.83876991 20.11513901 19.85301971 1.0 -19.9607563 20.19276428 19.05781555 1.0 -19.57112885 20.2712059 19.15850639 1.0 -19.92477417 19.95012665 18.94231987 1.0 -19.64424706 19.51265717 18.19600105 1.0 -18.85140991 19.09780502 18.56608772 1.0 -19.34182549 19.01162529 17.52406883 1.0 -19.12408829 19.39472008 18.44934845 1.0 -19.20664215 19.14900017 18.52677727 1.0 -19.10830879 19.28423309 16.42974281 1.0 -19.36572075 19.44994164 17.91619301 1.0 -19.88876152 20.07597351 18.92300224 1.0 -19.61320686 19.71739388 18.92564392 1.0 -19.83295631 19.38998985 19.44799232 1.0 -19.72701454 19.8264904 18.97973251 1.0 -19.55819702 19.59366608 18.00814438 1.0 -18.8462162 20.53094292 21.63099861 1.0 -19.56918335 19.55648804 20.44483566 1.0 -19.92198753 19.85551262 19.64397621 1.0 -19.55801201 19.54202271 18.31241035 1.0 -19.33812714 19.32683945 18.99748421 1.0 -19.37808228 19.06089211 19.20088196 1.0 -18.76461411 18.64394569 18.32585526 1.0 -19.46827126 19.91642952 19.46417427 1.0 -19.82218742 19.38316536 18.8251152 1.0 -19.92673302 19.9173851 18.84294128 1.0 -19.91429329 19.98022079 18.32886124 1.0 -18.93702888 18.92915535 18.28005409 1.0 -19.71253395 19.39102554 19.0338707 1.0 -19.46315384 19.57169914 18.54246712 1.0 -19.8403511 19.51393127 18.27566719 1.0 -19.9642849 19.85578728 19.71169472 1.0 -19.86360931 19.47877312 19.0333004 1.0 -18.95556641 18.94654274 18.11056328 1.0 -19.98623657 19.96339607 19.57256889 1.0 -19.99487495 21.258255 21.10906029 1.0 -18.11816788 18.65526962 18.56216431 1.0 -19.65224266 19.46601868 18.95157051 1.0 -18.38661957 17.64849472 22.8769722 1.0 -19.97493935 20.29822159 19.79589081 1.0 -19.03675461 19.15258217 18.85278511 1.0 -19.94613266 19.67731094 18.68666267 1.0 -16.70419502 17.16144943 17.32674217 1.0 -19.93567276 20.06497765 19.65722847 1.0 -19.39416885 20.82484055 20.27625847 1.0 -19.71524239 20.22670937 19.98256111 1.0 -19.85626411 19.98267174 19.44092369 1.0 -19.97592735 20.03653717 19.29243851 1.0 -19.78264809 19.85795212 19.67446709 1.0 -19.9471035 20.16838646 19.12193298 1.0 -18.62756348 19.65935707 18.46772766 1.0 -19.50522041 19.93486977 19.37299728 1.0 -19.56824303 19.72109413 18.81261063 1.0 -19.64452934 19.48557281 18.91641426 1.0 -19.06888008 19.37744522 17.35199165 1.0 -19.77348137 19.94957924 19.50356483 1.0 -19.76717377 19.70480537 18.73540306 1.0 -19.77334595 18.60785103 18.39267731 1.0 -19.5949707 19.58465004 19.25953674 1.0 -19.91810989 20.06625557 19.720438 1.0 -19.890131 20.21773529 19.16685104 1.0 -19.43495941 18.68426132 18.64571762 1.0 -19.91005325 19.95881653 19.73221588 1.0 -19.8561554 19.67967033 19.32197762 1.0 -19.80531883 19.39138603 18.659935 1.0 -19.49628448 19.62330437 19.31985283 1.0 -19.92601776 19.95012856 19.63075447 1.0 -18.79162407 18.92452431 18.44212151 1.0 -19.39990425 19.6742115 18.67663193 1.0 -19.9079113 19.79827309 19.14110374 1.0 -19.87327957 20.39291763 20.0973568 1.0 -18.68322182 18.77635002 18.08626366 1.0 -19.97339249 20.13091278 19.77223778 1.0 -19.6645546 19.64367676 18.95724106 1.0 -19.90626717 19.73843765 19.61543083 1.0 -19.7949543 19.84542465 19.34540367 1.0 -19.81345177 19.97520065 19.4472084 1.0 -19.81060028 19.7755394 19.08628273 1.0 -19.94220161 20.34118843 19.58117104 1.0 -19.39973068 19.61073303 19.29199219 1.0 -19.76839638 19.76940918 19.22925758 1.0 -19.94694519 19.80377769 18.46819878 1.0 -18.93843651 19.54239082 19.48995399 1.0 -19.87446022 19.54560471 18.61685753 1.0 -19.09108543 19.70134354 19.27721786 1.0 -19.98758698 19.49238205 18.24638939 1.0 -16.64221573 16.33401871 16.07191277 1.0 -19.81080055 19.92851257 19.66849709 1.0 -19.52703476 19.45051193 17.75459671 1.0 -19.7253685 20.05164909 21.81534386 1.0 -19.72258186 19.73879623 18.318367 1.0 -19.55013084 19.41521835 18.26166534 1.0 -18.41397095 18.14659691 18.36694336 1.0 -19.77905655 19.72120285 18.6147747 1.0 -19.87496567 19.28607559 22.10624313 1.0 -19.16893959 19.56459808 19.12397003 1.0 -19.52302933 19.60798645 19.34329987 1.0 -19.97336006 20.85078621 19.97127914 1.0 -19.69692802 19.8440609 18.6966629 1.0 -17.16160011 17.14142418 21.81819725 1.0 -18.68704224 18.82733154 18.08600807 1.0 -19.44591331 19.63995552 18.0821476 1.0 -18.58659554 18.91806984 17.51412201 1.0 -19.59011459 19.60268402 19.31684494 1.0 -19.97142029 20.0825386 18.78908157 1.0 -19.48221588 18.60028076 20.22185707 1.0 -19.91091919 19.06348801 17.20051193 1.0 -19.88424492 19.7943573 18.5801487 1.0 -18.80461884 18.71815872 18.27104187 1.0 -19.92783165 19.80269623 19.26457024 1.0 -19.85882759 19.83535194 18.44522667 1.0 -19.95228004 19.6529274 18.72544479 1.0 -19.90300179 20.11979103 19.0386734 1.0 -18.87093925 19.00518608 18.69649506 1.0 -18.33530426 19.52270889 19.68667221 1.0 -19.59182739 19.70302582 18.51631546 1.0 -19.78678894 18.83749962 18.20485306 1.0 -19.37306213 19.4404068 18.28250885 1.0 -19.23673058 18.67656898 17.60360336 1.0 -19.96260071 20.33791161 19.67967224 1.0 -19.38336945 19.26286316 19.72793961 1.0 -19.79855728 20.79411316 19.71997261 1.0 -19.96501541 19.24299812 18.59645653 1.0 -19.98515511 19.96738243 18.82524109 1.0 -19.24084282 19.25265121 18.75027657 1.0 -19.11676598 19.08162308 18.54946136 1.0 -19.82398224 19.583498 18.30793762 1.0 -19.66312981 19.56065178 18.41764641 1.0 -19.922575 19.96305847 19.58529282 1.0 -19.93535995 19.77128983 18.63568687 1.0 -19.22013474 20.25538254 19.41097832 1.0 -19.95884514 19.62758255 18.82008743 1.0 -19.63042641 20.71597862 19.43439674 1.0 -19.83584023 19.82289124 19.35911179 1.0 -19.8583374 19.74711037 18.44911194 1.0 -19.92778206 20.0884819 20.83736038 1.0 -18.70027733 18.63311577 18.14644241 1.0 -19.15363884 18.9309063 18.82915115 1.0 -19.7316761 19.8259716 18.59337807 1.0 -19.00469971 18.98690796 18.29387856 1.0 -19.077425 18.66807556 19.30119324 1.0 -18.79362869 17.92589378 22.24537277 1.0 -19.95118332 19.89464378 19.13172722 1.0 -19.68535423 19.67803955 18.46317101 1.0 -18.11891174 16.62010384 17.8177948 1.0 -19.15286446 20.45063591 20.4533844 1.0 -19.40266991 18.83640862 18.78067398 1.0 -19.94277573 19.61499786 18.98245811 1.0 -19.78352928 19.40219498 18.36759186 1.0 -19.72403908 19.67637634 19.16644859 1.0 -19.41182327 19.29027939 18.79648399 1.0 -19.89150047 19.72830772 18.67888832 1.0 -19.7565937 19.51306343 20.24440193 1.0 -18.11824417 18.00327492 17.67604446 1.0 -19.6635704 19.74227715 19.50239754 1.0 -19.87101746 19.65291214 19.09863472 1.0 -19.62136841 19.68512726 19.3004303 1.0 -19.21415329 19.19070435 18.18225288 1.0 -19.72106361 19.98872566 18.9930687 1.0 -19.49624062 19.44359779 18.81078339 1.0 -19.14051437 19.21876907 20.38765717 1.0 -19.38749313 19.89626694 18.99673271 1.0 -19.28694153 19.33516502 18.84915924 1.0 -19.66252327 19.72350502 18.85308647 1.0 -19.86351585 20.04810333 18.8924427 1.0 -19.97917366 20.32580566 19.1126976 1.0 -19.98352623 20.13721275 18.92301559 1.0 -18.22269249 18.43067169 21.98117256 1.0 -19.71890831 19.51537132 19.03094673 1.0 -18.10515976 19.41474342 20.00872803 1.0 -19.76208496 19.79985237 18.56836319 1.0 -19.85190582 20.19939804 19.61790085 1.0 -19.99302292 19.9570694 19.7407341 1.0 -19.29855919 19.33060646 18.40823936 1.0 -19.93233871 19.44783783 18.92749405 1.0 -19.6031189 19.88513947 18.98386383 1.0 -19.97748184 19.22520256 17.86145401 1.0 -19.97548485 19.97281837 18.59217262 1.0 -19.65066147 19.58546448 18.64592934 1.0 -19.52601814 19.57760811 18.3988266 1.0 -19.43052483 19.47851753 19.05494881 1.0 -19.90715218 19.85759163 19.51959229 1.0 -19.99066734 19.98871231 19.86071396 1.0 -18.83927917 18.79840279 18.37522316 1.0 -19.48427773 19.54455566 18.50252342 1.0 -19.68852425 19.74222755 19.42605209 1.0 -19.34526253 19.35201263 18.19892502 1.0 -19.98949051 20.40393639 19.63340569 1.0 -19.04375648 18.98285103 18.15903664 1.0 -19.64454079 19.37705612 17.71069717 1.0 -19.85552216 19.73368454 19.2394104 1.0 -18.99380302 18.93694115 18.75001526 1.0 -19.93692398 19.82940674 19.31971741 1.0 -19.40556717 19.67299652 18.47688675 1.0 -19.65802002 19.55106354 18.39265823 1.0 -18.15750694 17.682827 17.22091866 1.0 -19.91786766 20.11276627 19.47835541 1.0 -19.95069122 20.4654007 20.1852169 1.0 -19.6865406 19.71218681 19.30309296 1.0 -19.22984123 19.26399231 18.80899239 1.0 -18.70040703 18.52244377 18.53496552 1.0 -19.67114258 19.53349113 18.45247459 1.0 -19.77055359 20.09225845 18.94129753 1.0 -19.62817764 19.71837425 19.14924812 1.0 -19.06858444 19.1197319 18.18933678 1.0 -18.67422295 18.85456085 18.69817352 1.0 -19.79060555 19.42725945 17.75520134 1.0 -19.37652016 19.5182724 18.44888115 1.0 -19.46960449 20.76734161 21.27808762 1.0 -19.24995422 19.06625748 18.78802681 1.0 -19.99352074 19.97804642 18.49536133 1.0 -19.85502625 19.19958687 17.6466465 1.0 -18.38168907 19.48424721 20.43912697 1.0 -19.6967659 19.71180153 18.77425575 1.0 -19.81423378 19.78913879 19.43097878 1.0 -19.88064384 19.24694061 22.65005875 1.0 -19.77991867 19.0075016 18.62535286 1.0 -19.52069664 19.26547241 18.26687622 1.0 -19.41121292 18.79837799 18.43515778 1.0 -18.722332 18.79648399 18.41451836 1.0 -19.22595024 19.74037933 19.77905273 1.0 -19.92166519 20.16374207 19.92333984 1.0 -18.9213295 19.22385597 19.23768806 1.0 -19.82600021 19.41682243 19.03344536 1.0 -19.25996399 19.26863861 18.92576408 1.0 -19.89137459 20.27947044 19.00914192 1.0 -19.39918709 20.30670929 18.52911758 1.0 -19.28302193 19.35320473 19.06702614 1.0 -19.69296837 19.85275078 18.37857819 1.0 -19.68868256 19.05103493 18.24596405 1.0 -19.57745552 19.8047657 19.10422325 1.0 -19.87139702 20.03469849 19.48976707 1.0 -19.12269402 19.6894989 19.01149368 1.0 -19.49698448 19.63399887 19.13064003 1.0 -19.64000702 19.73430443 19.40980721 1.0 -19.89190102 19.43337631 18.14458084 1.0 -19.69547844 19.9323101 19.41846848 1.0 -18.66866875 19.49710655 19.21771049 1.0 -18.97575378 18.52108383 18.74270439 1.0 -19.63089371 19.27523994 19.16670227 1.0 -19.95278931 20.0360527 19.56873894 1.0 -19.99608803 19.85438347 19.00594139 1.0 -19.94417763 19.86367798 18.64073563 1.0 -19.7243576 19.63128662 19.0320015 1.0 -19.63853645 19.55755806 17.8772068 1.0 -19.94199181 20.09244919 18.54656601 1.0 -19.9235096 19.8944416 19.67053223 1.0 -19.77805328 19.92751884 19.88942146 1.0 -18.4944191 19.85821533 19.96435356 1.0 -19.61349487 19.79951668 19.32801437 1.0 -19.97245789 19.95763397 19.05159187 1.0 -19.79823685 20.04576492 19.36976814 1.0 -18.4024868 17.82607269 17.02005577 1.0 -19.63685608 19.57920837 18.23086739 1.0 -19.79358864 19.93086433 18.93885803 1.0 -19.66407585 19.61436653 18.58645248 1.0 -19.40649033 19.56219673 19.10122299 1.0 -19.99685287 19.38975334 18.14264107 1.0 -19.65435982 19.09527969 18.05786133 1.0 -19.90100098 21.39191818 19.36541939 1.0 -19.7406044 19.9125843 18.90497017 1.0 -19.86191559 20.20023155 19.77532768 1.0 -19.89407158 19.56956863 18.32428551 1.0 -19.96941566 19.72328568 18.4752903 1.0 -19.79484749 20.57549858 20.52780724 1.0 -18.50872803 18.51376534 17.89672661 1.0 -19.80550575 20.27338409 20.48401833 1.0 -19.53829193 19.57882118 18.20283699 1.0 -19.94189072 19.84310532 18.48663521 1.0 -18.58021927 18.39951324 18.46001434 1.0 -18.59947968 19.80331039 21.19670296 1.0 -18.38161659 18.43837166 18.56291199 1.0 -19.90806007 20.0390377 19.22132683 1.0 -19.74719238 19.57514572 18.59108162 1.0 -18.95049095 19.04009056 18.38705063 1.0 -19.91501045 19.86137962 19.60130501 1.0 -19.78704834 19.64068985 19.14739037 1.0 -19.99186897 20.05987549 19.01630211 1.0 -19.50795174 19.58798981 19.29015732 1.0 -19.97010612 19.53424263 18.14735031 1.0 -19.9824295 19.88131714 19.12680817 1.0 -18.93187904 20.18244743 19.74282455 1.0 -17.70815277 18.70845413 18.3176403 1.0 -19.60862923 20.52718925 19.60379601 1.0 -19.83297539 19.89283752 19.59403038 1.0 -19.74531746 18.70779037 21.43973923 1.0 -19.92443848 19.94886589 19.79483414 1.0 -19.53172493 19.53947067 18.34960175 1.0 -19.44244766 21.12739944 20.83617783 1.0 -19.6324749 21.06749153 19.8758297 1.0 -19.93190575 19.84495926 18.5443573 1.0 -19.89321136 19.65739822 19.35935593 1.0 -19.40925789 19.00030518 18.05445099 1.0 -19.80455971 19.63585091 18.7568531 1.0 -18.60233307 18.61085701 17.98808861 1.0 -19.91993904 19.83113289 19.02853775 1.0 -19.96050644 19.47072411 19.37567902 1.0 -19.96492004 19.79732895 18.94660568 1.0 -19.14554405 19.07674789 18.60422325 1.0 -18.62924767 18.80774307 18.35627174 1.0 -19.0053997 19.48088455 18.71922302 1.0 -19.52508926 21.24204445 20.44285393 1.0 -19.85464478 20.13212776 19.7396698 1.0 -19.90880203 18.99578476 17.67642784 1.0 -19.75234413 19.86969757 19.52768707 1.0 -19.90359879 19.71462822 18.57268715 1.0 -18.98572731 18.87735748 18.21215439 1.0 -19.96856689 19.77815628 19.70766068 1.0 -19.9906559 19.91956329 18.57662201 1.0 -19.78440285 19.18146133 18.85097504 1.0 -19.95300484 21.58250237 22.5732708 1.0 -18.57771873 18.89912605 18.47869301 1.0 -18.7483387 19.93593788 19.31322861 1.0 -19.60472107 19.68928909 18.56440544 1.0 -19.84080124 19.8001709 18.80361938 1.0 -19.98901558 20.08722878 18.86659241 1.0 -19.59318161 19.60578346 18.62643623 1.0 -19.10677338 19.21199989 18.47431183 1.0 -19.9012928 19.94776726 18.86438942 1.0 -19.7087059 19.88493538 19.60372925 1.0 -19.5476799 20.17598534 20.06917191 1.0 -19.47654724 19.62467575 18.76825714 1.0 -19.87556076 19.94579697 18.69911575 1.0 -18.95615578 18.93601036 19.6006012 1.0 -19.36989212 19.96668816 19.74414444 1.0 -19.54830551 19.41603088 20.1600647 1.0 -19.8527298 19.69984055 18.5063076 1.0 -19.07617378 17.34109688 17.4571476 1.0 -18.86716461 18.67416 18.89768791 1.0 -19.83475876 19.62050438 17.9911232 1.0 -19.65808296 19.49964905 18.38422585 1.0 -19.13141251 18.61799431 16.52680016 1.0 -19.99334908 19.57273483 18.28810501 1.0 -19.93248367 19.72371483 18.0368042 1.0 -19.88643456 19.72802544 18.81408119 1.0 -19.2477951 19.0735054 18.03583717 1.0 -19.9472847 20.01425552 19.68471336 1.0 -19.25185204 19.28123093 18.95142937 1.0 -19.29179001 19.47436333 18.82296181 1.0 -19.8617363 19.66596031 18.33552551 1.0 -19.96774101 20.00100899 18.74381638 1.0 -19.22735214 19.24825478 18.30269241 1.0 -19.58437347 19.52703476 18.13593674 1.0 -19.82582283 19.41115379 18.32821655 1.0 -19.53811264 19.64284325 19.43889046 1.0 -19.98285484 19.26232338 19.60490608 1.0 -18.67634201 17.51746368 21.30697441 1.0 -18.49241447 19.53778267 20.63209915 1.0 -17.96204376 17.30072403 17.07954788 1.0 -19.77318573 19.85754585 19.34796906 1.0 -19.50461769 19.68708801 18.67616653 1.0 -18.81355667 19.3065567 18.92314529 1.0 -19.91402435 19.85011101 19.40473747 1.0 -18.72234344 18.94348145 18.44425201 1.0 -19.95482635 19.80635452 19.01320648 1.0 -19.76929665 19.70637512 18.10406113 1.0 -16.70145035 18.44610023 17.90869331 1.0 -19.97491455 19.82655334 18.73405075 1.0 -19.93567848 20.3481369 20.2883091 1.0 -19.78687286 19.74056435 19.37624168 1.0 -19.85450745 19.83413124 19.47115326 1.0 -19.97824097 20.1049614 19.88083076 1.0 -19.99320793 20.02342606 19.25892639 1.0 -18.80895424 18.80058861 18.25052834 1.0 -19.8588047 19.9460659 19.72377396 1.0 -19.55456734 18.20555115 18.24501991 1.0 -19.28501892 20.58670807 20.6153698 1.0 -18.01155663 18.5228405 17.65398979 1.0 -18.22559357 18.06758118 18.05629539 1.0 -19.36284065 19.07573891 17.63008118 1.0 -19.49139595 19.80501938 19.50550652 1.0 -19.82746506 20.73548508 19.78146172 1.0 -19.15653038 18.63280296 17.69699287 1.0 -19.72041321 19.67325592 18.72654724 1.0 -19.78194618 19.65599442 19.03919792 1.0 -19.37114906 19.56913567 19.05357552 1.0 -18.63067818 18.56319237 18.00561333 1.0 -19.60669327 19.79978943 19.20675659 1.0 -19.53460121 19.48933029 17.98755455 1.0 -19.85068703 19.70747566 18.01223183 1.0 -19.66885567 19.76193237 18.44347954 1.0 -19.55636597 20.24124527 19.06404877 1.0 -18.7064743 18.07398796 21.60279655 1.0 -19.92956352 19.54128265 17.71343231 1.0 -18.93065262 18.92488861 18.24612236 1.0 -19.52702713 19.67473602 18.85380745 1.0 -19.60490799 19.7595787 19.31440735 1.0 -19.16571045 19.42683601 19.26016426 1.0 -19.47459221 19.12973785 17.86327744 1.0 -19.88229179 19.64832687 18.16600037 1.0 -19.69211388 19.7358799 19.31204033 1.0 -19.94874382 20.38706398 19.10166168 1.0 -19.8386116 19.92520905 19.55257797 1.0 -19.55587196 21.23310089 20.25609779 1.0 -19.83536339 20.04994774 19.14870071 1.0 -18.82236099 18.73475456 18.20837021 1.0 -19.49939728 19.64375687 19.20373726 1.0 -19.57910919 19.80593109 19.59288788 1.0 -19.74471092 19.8366394 19.46350098 1.0 -19.97662735 19.74260139 19.441782 1.0 -18.88505936 18.87588692 18.22294807 1.0 -18.76207352 18.89078331 18.27768326 1.0 -19.94909668 18.71401024 20.76539993 1.0 -19.89039421 20.30809212 18.90248108 1.0 -19.37698746 17.71579933 16.83170319 1.0 -19.28741264 19.50341606 18.65314484 1.0 -19.46669769 19.77292061 19.12844658 1.0 -19.57003212 19.4569931 18.50439262 1.0 -19.45484543 19.41160965 19.15455818 1.0 -19.03748703 19.35222054 18.36641884 1.0 -18.74110222 18.64624596 18.63174629 1.0 -19.98827171 19.81460381 19.8060627 1.0 -19.23292923 18.99071503 17.01831055 1.0 -18.16028404 17.63547134 21.58095741 1.0 -19.91999245 20.01345444 19.15546227 1.0 -19.28531265 19.27064896 18.51534462 1.0 -19.40963936 19.55337906 18.71478462 1.0 -19.91855812 20.24033356 19.15023422 1.0 -18.32016373 19.10666084 19.24083138 1.0 -18.91147614 19.78414726 19.8044548 1.0 -19.84627151 19.78691292 18.78481674 1.0 -19.99493217 19.80246353 19.56713104 1.0 -19.64707947 19.81963539 19.37904739 1.0 -19.40818596 19.38476181 18.25242233 1.0 -19.82858658 19.89984512 19.65339279 1.0 -19.79992294 19.78790092 18.85667801 1.0 -18.83739853 19.40873146 18.24980164 1.0 -19.4550972 20.12944603 20.19182014 1.0 -19.96976089 21.15092278 18.89248657 1.0 -19.99563789 19.81932831 18.84305954 1.0 -19.91537094 20.25948906 19.51418495 1.0 -19.14033699 19.18993568 18.97803879 1.0 -19.99571419 19.9512825 19.08820915 1.0 -19.73608398 20.20584679 19.88340378 1.0 -19.51689911 19.85758209 19.14492989 1.0 -19.44184303 18.98789787 18.3303299 1.0 -19.87348938 19.85276222 18.96157074 1.0 -19.27808571 19.26416016 19.57011986 1.0 -19.55250359 19.56658173 19.27972603 1.0 -19.97009659 20.13523102 19.76631355 1.0 -19.82306099 19.88271332 18.70721436 1.0 -19.61171722 19.81102943 19.29454422 1.0 -18.90539169 18.97152138 18.39663315 1.0 -18.50161552 18.84456444 19.9530735 1.0 -19.33815956 19.02594757 18.70144272 1.0 -18.43650436 18.56485748 18.1117382 1.0 -19.82616615 19.86459351 19.41785812 1.0 -19.13697624 19.22558784 19.36222076 1.0 -19.9624939 21.80570793 21.55669403 1.0 -19.34394646 19.04391479 17.97416878 1.0 -19.03736877 19.20091438 18.40294266 1.0 -19.93106842 19.96517181 19.49337196 1.0 -19.04270363 19.0762825 19.51620674 1.0 -18.96522903 19.05846596 18.58706665 1.0 -19.86473846 21.54072952 19.76549339 1.0 -19.88436508 19.99092484 19.50681305 1.0 -19.70438576 19.76495552 19.00873566 1.0 -19.83519936 20.21162224 19.63220024 1.0 -19.48488235 19.45654869 18.51756477 1.0 -17.89669228 18.17408562 18.34804535 1.0 -19.39540863 19.66174316 19.36187553 1.0 -19.94903374 20.14483261 19.50844574 1.0 -19.92894554 19.61524773 18.38053131 1.0 -19.4744606 19.23183632 17.90176201 1.0 -19.67257118 19.64359665 18.59661865 1.0 -19.80350876 19.71164703 18.92352104 1.0 -19.6692524 19.54014969 18.83051682 1.0 -18.78144836 18.5825367 18.48680496 1.0 -19.65347672 19.6350708 18.41911888 1.0 -18.81549263 18.96787453 18.2356987 1.0 -18.28410721 20.17276955 19.63074112 1.0 -19.3468647 19.53373337 17.93455696 1.0 -19.90078545 20.01659966 18.54768753 1.0 -18.70618248 18.80078316 18.2235527 1.0 -19.9609375 20.20468521 19.64342117 1.0 -19.99056244 20.7150383 19.72696304 1.0 -19.88102913 19.83877754 18.63963699 1.0 -19.53025246 19.62652779 18.19526482 1.0 -19.92583847 20.02721024 18.93386269 1.0 -19.56602478 18.04024315 18.46279526 1.0 -18.80724525 19.36624336 18.61637497 1.0 -19.84195709 20.05118561 19.08916664 1.0 -19.94927216 19.75939941 18.70225143 1.0 -19.22880745 19.47262573 18.62524223 1.0 -19.90931129 20.0788784 19.35382462 1.0 -19.68276024 19.8585186 18.93452835 1.0 -19.46500778 19.72141075 19.01669693 1.0 -18.43995667 17.94760895 17.51684952 1.0 -19.6571579 19.7245388 18.25928879 1.0 -18.79660034 18.31138611 18.50268936 1.0 -19.20425415 19.06325912 17.83922195 1.0 -19.92771339 19.95702744 19.17212486 1.0 -19.6210804 19.55769539 19.15479088 1.0 -19.80392265 20.23000717 19.87734222 1.0 -19.51967239 20.43223953 19.20810699 1.0 -19.09366417 19.28959465 18.68074036 1.0 -17.685606 16.71477699 18.110672 1.0 -18.79563332 18.83068085 18.25264359 1.0 -19.97982025 19.95860863 19.62386894 1.0 -19.89568901 19.84777069 18.87156296 1.0 -19.3202858 19.40192413 18.44711304 1.0 -19.64148521 19.20627975 18.42920494 1.0 -19.99648476 19.96908379 18.65446663 1.0 -19.17665291 19.18827438 18.08716011 1.0 -19.9804039 19.26159668 18.38387871 1.0 -19.96293068 20.21919632 19.88988876 1.0 -19.91598892 19.81043434 19.5785923 1.0 -19.70121193 19.63456154 19.23737907 1.0 -19.9027195 19.68040848 18.46175194 1.0 -19.49601936 20.52105331 19.7000618 1.0 -18.94391632 18.91744423 18.04792023 1.0 -19.91172028 20.207304 20.60330391 1.0 -19.02515602 19.28418922 18.21092415 1.0 -19.42494965 19.25073624 18.1059761 1.0 -19.90548325 20.05511093 20.07124329 1.0 -19.25628853 19.56291962 20.15811348 1.0 -18.73143768 19.81912422 21.75340271 1.0 -19.9816227 21.04485321 19.64469147 1.0 -19.67874718 20.69589043 20.81756973 1.0 -19.79929352 20.21036339 18.54079628 1.0 -19.88001251 19.67009544 19.2551918 1.0 -19.87678146 19.58638382 18.66802406 1.0 -19.8425827 20.26724434 19.81878471 1.0 -19.70604134 20.05405807 19.73336983 1.0 -18.66189194 18.8566246 18.21898842 1.0 -19.42457199 19.97358131 20.1169796 1.0 -18.80674744 18.01053047 18.39910698 1.0 -19.23302269 19.45369148 18.8590107 1.0 -19.62371826 19.6337471 19.19099998 1.0 -19.82048988 19.99525452 19.41785812 1.0 -19.87513733 20.08657074 19.59639359 1.0 -19.28308105 19.23924065 18.8952179 1.0 -17.48734474 17.31871223 17.0722847 1.0 -19.38147163 19.42756844 18.68873024 1.0 -19.2793541 19.37378883 18.78806686 1.0 -19.47539902 19.3364048 18.35071182 1.0 -19.65959358 19.70002937 18.31006241 1.0 -19.89731789 19.59951401 18.60063744 1.0 -19.62748146 18.86548805 18.56784058 1.0 -19.7888279 19.65773773 18.27274513 1.0 -19.92677307 19.73000336 18.66420174 1.0 -19.46926498 19.05354118 17.75411797 1.0 -19.34809303 20.05453682 19.82721138 1.0 -19.46119308 19.63715363 18.65077972 1.0 -19.20550537 19.85262489 19.58935928 1.0 -19.45181274 19.59032059 18.75536537 1.0 -19.74258041 19.66602898 18.21452522 1.0 -18.63635063 18.68342018 17.94988632 1.0 -19.43063736 19.22871971 17.88917732 1.0 -19.65010834 19.44295502 18.94426918 1.0 -19.90552139 19.92791939 19.45871544 1.0 -19.80464554 19.57215881 18.68712234 1.0 -19.42320442 19.81206512 19.71156883 1.0 -19.87244415 19.74643898 18.40525436 1.0 -19.02125359 19.65985107 19.16947746 1.0 -19.80866241 20.27622223 18.77194405 1.0 -19.5427494 19.3650856 18.96990967 1.0 -19.77378845 19.84993362 19.25522614 1.0 -19.77542305 19.87586212 19.64496422 1.0 -19.43804741 19.07143784 18.78961182 1.0 -19.9374218 20.39201546 19.48112106 1.0 -19.33474731 19.56656265 19.13768005 1.0 -19.5142746 19.64924622 18.67042542 1.0 -15.54579544 16.93403625 15.68096924 1.0 -19.93334579 19.39007187 19.08171272 1.0 -19.92417145 20.231884 19.08188438 1.0 -18.79960632 18.7737999 18.06405258 1.0 -19.75781441 20.03741837 19.24004555 1.0 -19.10843468 19.14593697 18.75079346 1.0 -17.91422081 17.53989601 17.23233604 1.0 -18.86249733 19.11197281 18.67261887 1.0 -19.62916183 19.54285049 17.95396996 1.0 -19.97323227 19.86413383 18.95216751 1.0 -19.38762093 18.9018631 18.70668411 1.0 -19.68920708 19.59634781 18.10402298 1.0 -19.60513687 19.59779358 18.78447151 1.0 -19.91976547 20.18692017 19.43891907 1.0 -19.58590508 19.66447639 19.27351189 1.0 -19.71367073 19.34838867 17.55457306 1.0 -19.68415833 19.74703598 19.47406006 1.0 -19.99048996 20.11585999 19.09445381 1.0 -19.00626373 19.37678909 21.7087574 1.0 -19.51203156 19.6384449 18.88964844 1.0 -19.55041122 19.47165108 18.06951141 1.0 -19.47600365 19.46646309 18.22605324 1.0 -19.59739304 19.18212128 19.28335381 1.0 -18.79839897 20.24241066 18.82029152 1.0 -19.83345795 19.87218094 19.5825901 1.0 -19.85387611 19.47630692 19.13411903 1.0 -19.92245483 19.69585609 18.77347183 1.0 -19.67549896 19.40559006 18.44010735 1.0 -19.03885269 18.282341 21.61238861 1.0 -19.25009155 18.86097336 17.89278603 1.0 -19.67520332 19.56085014 21.54212379 1.0 -19.85910606 19.5680027 18.47097397 1.0 -19.79527855 19.64413071 22.68672562 1.0 -19.84274864 19.92568207 19.26782799 1.0 -19.93537521 20.2233696 19.95985413 1.0 -19.93626976 20.09547997 19.07010841 1.0 -19.98996735 20.24135017 19.03418922 1.0 -19.20740509 19.08855247 18.25740051 1.0 -18.68749046 19.20281982 20.24159431 1.0 -19.94574356 20.38305855 19.8957634 1.0 -19.09695244 18.75053596 18.34396935 1.0 -18.93011284 18.80686378 17.86149025 1.0 -19.97802734 19.22924232 18.18631935 1.0 -19.91978455 19.96571922 19.51027107 1.0 -19.74521255 19.69639778 18.38555336 1.0 -19.65155983 19.6971302 19.48146248 1.0 -19.12130547 19.56104469 18.48098373 1.0 -19.59187698 19.43280983 18.68844604 1.0 -19.29123116 19.36934853 18.58397865 1.0 -19.43984032 19.53375816 19.12251091 1.0 -19.68764687 20.33775711 18.5872097 1.0 -19.06521225 18.96502686 19.85679054 1.0 -19.93613243 19.83208275 19.89557266 1.0 -19.97675133 20.11246681 19.43234825 1.0 -19.73571396 19.6145134 19.37855721 1.0 -19.27953148 19.63366318 20.30649567 1.0 -19.98733521 20.18258095 19.06896591 1.0 -19.9998436 20.08483124 20.01581573 1.0 -19.83060265 19.91751099 19.42329788 1.0 -19.67824173 19.07608986 17.93049049 1.0 -19.66027832 19.57637978 18.91112709 1.0 -16.17146111 15.91501045 15.89040756 1.0 -19.53827858 19.54107285 18.3757019 1.0 -19.84021759 19.88276672 18.37796974 1.0 -19.40608978 19.80000305 19.37628174 1.0 -19.81908798 19.68638039 19.76405716 1.0 -19.92206001 20.93554497 19.99893379 1.0 -18.95298195 18.84934998 18.28590393 1.0 -19.934021 20.2243042 19.31722641 1.0 -19.93677711 20.48007965 20.26529503 1.0 -19.83192635 19.61361504 18.62135696 1.0 -19.44938278 19.9074173 19.82241821 1.0 -19.18586731 18.90289497 18.77603149 1.0 -19.25860405 19.46272659 18.71547699 1.0 -19.45067978 19.42436981 18.98853493 1.0 -19.94574165 20.03325653 18.81700516 1.0 -19.28729057 19.60455513 18.1917572 1.0 -19.52710152 20.1625843 20.70351982 1.0 -19.95057297 19.88393784 19.36404228 1.0 -19.42521286 18.8267498 17.55217361 1.0 -18.83390236 18.91063499 18.4966774 1.0 -19.89718246 19.70306396 18.55449486 1.0 -19.53619766 19.84082794 18.99251747 1.0 -19.10167694 19.1266346 18.58621597 1.0 -18.89675331 18.52940941 18.14636993 1.0 -19.9534626 20.34993744 19.86318588 1.0 -19.745924 18.79459572 18.81902122 1.0 -19.17757607 19.16454887 18.28102875 1.0 -19.91108513 20.57070351 20.37642097 1.0 -18.27208519 18.94448662 19.22466087 1.0 -19.99277115 20.18112183 19.97620583 1.0 -19.88328362 19.85613632 19.47550011 1.0 -19.91816711 19.73365211 19.47043228 1.0 -19.89660645 19.76819229 18.21179581 1.0 -19.16846657 19.07460594 18.1310463 1.0 -19.58182907 19.63019371 18.0652256 1.0 -19.65158844 20.56228065 20.17618942 1.0 -19.64415169 19.88685608 18.63497353 1.0 -19.51324654 20.16278839 19.48851585 1.0 -19.72695923 19.46781158 18.29810715 1.0 -19.77979088 19.75006294 18.37670517 1.0 -19.91729355 19.55140114 18.14242172 1.0 -19.90165329 20.69036102 17.91232872 1.0 -19.58904648 19.81014824 19.01287842 1.0 -19.34486771 20.34776878 16.95745468 1.0 -19.86939621 18.49081421 17.53123093 1.0 -19.16040421 19.70226479 22.03564262 1.0 -19.74614906 19.89266777 18.72079086 1.0 -19.62843132 19.79620171 18.24623299 1.0 -19.46856499 19.60543442 18.72299576 1.0 -19.41714287 19.50548744 19.29588699 1.0 -19.84633255 20.35882378 19.67916107 1.0 -19.16618729 19.48418236 19.08369637 1.0 -18.62104797 18.83232307 18.5064106 1.0 -19.80898476 19.94750404 19.55851555 1.0 -19.52203751 19.61204147 18.27093124 1.0 -19.25626564 19.74136162 19.54743576 1.0 -18.58659744 19.02144814 18.66596222 1.0 -19.62302017 19.7864418 19.37584114 1.0 -19.80441093 19.72110558 18.33563423 1.0 -18.52266312 20.04726601 16.33964539 1.0 -19.49468422 19.43953705 18.31415176 1.0 -19.72339249 21.31882286 23.11182594 1.0 -19.53259277 19.60400391 18.46581078 1.0 -19.73876762 19.83807564 19.58899879 1.0 -19.91860962 20.16586113 19.7354126 1.0 -19.67892838 19.92527199 19.23593712 1.0 -19.86838722 19.94169235 19.87234306 1.0 -18.86281967 18.85438728 19.11257172 1.0 -19.74875641 19.4644413 18.38526535 1.0 -19.75471497 19.56031227 18.34284973 1.0 -19.71137238 19.03099442 18.109375 1.0 -19.14997673 19.39667511 18.76566315 1.0 -19.59460449 20.00935173 18.79090118 1.0 -19.94610977 20.07958794 19.70342445 1.0 -19.89690399 19.83105659 18.75421906 1.0 -18.52765656 16.9648819 18.38202858 1.0 -19.01387405 19.0355854 18.12653542 1.0 -19.59311295 19.28835487 18.58023453 1.0 -19.11826706 19.64620209 19.01636887 1.0 -19.98735809 20.32981873 19.47964287 1.0 -19.66468239 19.85142517 18.36063385 1.0 -19.35424423 19.28323364 18.12063026 1.0 -19.61707687 18.95528221 20.89837837 1.0 -19.98165321 19.84280777 19.53754044 1.0 -19.99456024 20.10312653 18.76294327 1.0 -18.66160583 18.65441704 18.26592636 1.0 -19.07118416 19.14742088 18.36399841 1.0 -19.70066833 20.18115044 19.61469269 1.0 -19.74228096 19.93344688 19.52435303 1.0 -19.55085564 19.6664257 18.14007378 1.0 -18.82554817 19.39173889 19.12905884 1.0 -19.70615387 20.3075695 19.18432808 1.0 -19.67015839 19.84157181 19.6401329 1.0 -19.54331207 19.92114258 18.64572906 1.0 -19.87976074 19.62374496 17.80128098 1.0 -19.06734657 18.95474434 17.89696884 1.0 -18.97805977 17.91883278 18.64345551 1.0 -19.69585419 19.79818153 19.48657799 1.0 -18.80769348 19.05188751 18.18762779 1.0 -19.44386292 19.51976776 19.14330101 1.0 -17.93177795 17.44242287 19.00019264 1.0 -19.43702698 18.9456501 17.60083771 1.0 -18.84120941 18.7477932 17.92760277 1.0 -19.34406662 19.44916344 18.93379402 1.0 -19.46525955 19.60623169 19.87261009 1.0 -19.5290966 19.7279377 19.51830673 1.0 -19.70510864 19.21763992 17.90693474 1.0 -19.93529129 21.07897186 20.84027863 1.0 -19.33219147 19.38819122 18.57392693 1.0 -18.95958328 19.2609272 18.02102089 1.0 -18.80760193 19.1987381 23.46478844 1.0 -19.57415581 20.05356789 19.7314949 1.0 -19.86291122 19.62486267 19.13534546 1.0 -19.27005196 19.44166565 19.11057472 1.0 -19.09377861 18.83411789 17.86912727 1.0 -19.84820747 19.99683952 19.64306259 1.0 -18.76538849 18.74314308 18.0275116 1.0 -19.75771904 20.04390526 19.70121574 1.0 -19.55825424 19.48513412 19.14720154 1.0 -19.61903954 19.58110428 19.29327965 1.0 -19.46972847 20.07318687 18.85585213 1.0 -19.82196236 19.72410583 18.08200836 1.0 -19.80651474 20.02461433 18.62028313 1.0 -18.84668541 18.84086609 18.36689758 1.0 -19.77203178 19.66538239 18.78364754 1.0 -19.76667023 20.25238419 19.32714653 1.0 -19.18819809 19.48862076 19.27239227 1.0 -19.92399406 19.84646606 18.96939278 1.0 -19.555233 19.5062027 19.75183868 1.0 -19.92451859 20.02264977 19.43834877 1.0 -19.13978767 19.40693283 18.01435089 1.0 -19.99012566 19.75103188 18.08003426 1.0 -19.85612869 19.75790977 19.19445229 1.0 -19.94040298 19.95066833 18.82203102 1.0 -19.20964241 19.40444565 18.22883415 1.0 -18.71709824 18.66755104 18.01095963 1.0 -19.94573021 19.91065788 19.58604622 1.0 -19.85416603 19.87837029 19.44867134 1.0 -19.71562767 19.88454819 19.45440292 1.0 -18.9744606 19.03184128 18.49784279 1.0 -19.03842735 20.4880619 20.58800507 1.0 -19.89953232 19.86716652 19.51882362 1.0 -19.97013092 19.84726143 19.42890739 1.0 -19.69789124 19.69412804 19.30961227 1.0 -19.60988426 20.00556946 19.63266373 1.0 -19.91812325 19.99700737 18.36797142 1.0 -19.69869614 19.69482231 18.80664444 1.0 -19.52717209 19.19884682 17.79651451 1.0 -18.83615494 18.90543556 18.55328751 1.0 -19.78926468 20.01486015 18.95650291 1.0 -19.94311333 20.01042557 19.24547958 1.0 -19.58092308 19.49990273 19.07146645 1.0 -19.63091469 19.89126587 19.55704308 1.0 -19.76032639 20.21631622 19.52609062 1.0 -19.54770279 19.54332924 18.67170715 1.0 -19.80608177 19.91439056 19.81864738 1.0 -19.62968254 19.40745163 19.09133911 1.0 -19.63558388 19.46069145 19.47357559 1.0 -19.94695282 20.05661392 19.68214035 1.0 -19.50515556 19.5740509 18.1823597 1.0 -19.11415291 19.1157589 18.18650436 1.0 -19.9295063 21.86350632 20.50947762 1.0 -18.47699738 18.81166267 18.53547859 1.0 -19.13760185 19.47194099 18.96726036 1.0 -18.84380341 18.93883324 18.49115372 1.0 -19.79213715 20.80441856 20.77356911 1.0 -19.89637756 20.05900192 19.80622101 1.0 -19.37791061 19.56936836 19.15639877 1.0 -19.95641518 20.0452919 18.84939766 1.0 -19.93428612 19.50682068 18.73985672 1.0 -19.97109604 20.22693062 19.73839951 1.0 -19.89809608 20.07018089 19.79881287 1.0 -19.64440536 19.20168304 18.33054924 1.0 -19.86131096 19.80358505 19.34823036 1.0 -19.97443581 20.18285179 19.78658295 1.0 -18.3364563 17.02924919 17.27853966 1.0 -19.95243645 19.94843292 19.64409065 1.0 -19.91981125 19.8268528 19.24599648 1.0 -19.80928612 19.86373711 19.23901939 1.0 -19.77165031 19.78631592 18.69747162 1.0 -19.39208031 19.38677979 18.79109955 1.0 -19.62908554 17.8745594 17.94937897 1.0 -19.34898949 19.15463066 18.23072243 1.0 -18.81581116 18.90311813 18.62951088 1.0 -19.46974373 19.63581657 19.17210388 1.0 -19.58053589 20.18179512 19.81006432 1.0 -19.88382339 19.88210297 21.21081161 1.0 -19.39482498 19.5358448 18.55162811 1.0 -19.37963676 19.32905769 18.21171761 1.0 -18.88248634 18.9488945 18.25525856 1.0 -19.9079628 20.57000351 20.17354584 1.0 -19.92797852 19.77656746 19.36126328 1.0 -19.17929268 19.2764492 19.07982445 1.0 -19.99464989 19.62797737 18.26074028 1.0 -19.57268715 20.01169014 19.55954933 1.0 -19.2929554 19.35602951 18.94805527 1.0 -18.62698746 18.80615234 18.46306038 1.0 -19.33350945 19.41517067 18.09528351 1.0 -19.73212814 19.3693676 18.13801193 1.0 -18.91195297 18.79185677 19.21957588 1.0 -19.20623779 19.13882446 18.57052612 1.0 -19.81369781 19.82546616 18.77988815 1.0 -19.52859116 19.59577751 19.20939064 1.0 -19.24649429 19.81780052 19.85720253 1.0 -19.22832489 19.4992485 18.92222595 1.0 -19.68040466 19.6635704 19.00665665 1.0 -19.3946209 19.20898438 18.03701591 1.0 -19.55077553 19.2850132 17.88123322 1.0 -18.63235092 19.39692688 18.20435333 1.0 -18.92093658 20.29361916 18.53188133 1.0 -19.95290565 19.64573669 18.0325489 1.0 -19.94346428 20.26564789 19.39910889 1.0 -19.92219925 20.24344826 19.4169426 1.0 -19.82274628 20.25833702 20.22979355 1.0 -19.9806881 20.00284195 19.80393982 1.0 -19.5341301 19.52078247 18.94330406 1.0 -19.12911034 19.80013275 20.14741707 1.0 -19.19657516 18.87215614 17.82608032 1.0 -19.0871067 18.97497559 18.71615982 1.0 -19.45418549 21.17825508 20.24147606 1.0 -19.32399559 19.60776901 18.60866165 1.0 -19.86219978 19.78870392 19.38700485 1.0 -19.51550484 19.69848251 19.2922802 1.0 -19.58791924 19.78388786 19.32743454 1.0 -18.32745171 18.73356628 18.50967407 1.0 -18.84795189 18.99049759 18.24244499 1.0 -19.92633629 19.82860184 19.50182343 1.0 -18.84817696 16.89017105 18.48384666 1.0 -19.99957466 19.74101257 18.40446854 1.0 -19.38360405 20.86216545 20.83303833 1.0 -19.53637886 19.73137093 19.31717682 1.0 -18.26852608 18.70083046 18.41761208 1.0 -19.85201073 19.89845085 19.51344299 1.0 -19.97414398 20.01725769 19.18222046 1.0 -18.98012924 18.88759232 18.06344986 1.0 -19.81174469 19.70000839 18.43286514 1.0 -19.47760773 19.33154297 18.66647148 1.0 -19.72150803 19.68712997 19.32879066 1.0 -18.70433998 19.42658234 19.09315491 1.0 -19.88976097 19.6458683 18.47952652 1.0 -19.94933701 20.01974869 18.77061081 1.0 -18.57369804 17.95529366 16.97714424 1.0 -16.15569878 16.08733749 20.81733131 1.0 -19.39156914 19.51058197 19.0453186 1.0 -19.93419838 20.05208969 18.67342567 1.0 -19.10619926 18.42026138 24.30348969 1.0 -18.86091805 18.72851181 17.92211723 1.0 -19.9874649 19.15154266 17.6954155 1.0 -19.4613018 19.69156456 18.58532333 1.0 -19.72267723 19.74915123 19.24976158 1.0 -19.99522591 19.96753311 19.35797882 1.0 -19.98244858 20.03521729 19.17484474 1.0 -19.20486641 19.18276596 17.97706032 1.0 -19.82581711 19.39624977 23.76421928 1.0 -19.85105896 20.11679649 19.34863281 1.0 -19.67917061 19.38291931 18.42378616 1.0 -19.16119003 20.90915298 19.6707058 1.0 -19.95563507 19.93866539 19.3181839 1.0 -19.71736908 19.38495064 18.0010891 1.0 -19.60348701 19.49653244 18.972332 1.0 -18.49490356 19.12693024 19.88224411 1.0 -19.83036613 19.64133263 18.48555946 1.0 -19.77178574 19.53531265 19.64278221 1.0 -19.57704163 19.6738739 19.16004753 1.0 -19.92777061 20.08601379 19.47274208 1.0 -19.05652809 19.00169754 18.33278084 1.0 -19.27752495 19.59080696 19.18173599 1.0 -19.84757423 19.44855881 18.07685089 1.0 -19.53584862 19.88417816 18.09278297 1.0 -19.97545624 19.84320068 18.88354301 1.0 -18.08895874 17.70086098 17.58724594 1.0 -19.88987732 19.63140106 19.24398994 1.0 -19.42611313 19.52986526 18.63235855 1.0 -18.46907806 18.61113739 18.44368172 1.0 -18.94232941 19.02099609 18.06398964 1.0 -19.68162155 19.39342499 18.08075142 1.0 -19.10565948 19.20497513 19.17821884 1.0 -19.45950317 19.44921684 18.40874672 1.0 -19.68290138 19.62163353 18.75110626 1.0 -19.92209244 19.8829422 19.50920677 1.0 -19.99926758 19.5764637 18.24076653 1.0 -19.94484329 20.41324997 19.47320938 1.0 -19.38028908 19.00290108 18.82818985 1.0 -19.53866005 19.82202911 18.87717438 1.0 -19.96873283 19.92770195 19.46896172 1.0 -19.75531006 19.94457245 19.40491104 1.0 -19.79784393 19.75171471 19.40202332 1.0 -18.03544044 17.98392105 17.76517296 1.0 -19.74637413 19.55993271 18.31627274 1.0 -19.41412926 19.50875473 18.70699692 1.0 -19.83031082 20.79384613 19.23199844 1.0 -19.53625298 18.898283 18.8338089 1.0 -18.02246666 18.31637192 19.23704147 1.0 -19.87414169 19.65080452 19.13777161 1.0 -19.82914543 19.93772507 19.7301693 1.0 -17.74783897 18.31092453 23.19617271 1.0 -19.7999649 19.96101952 18.67203712 1.0 -19.97440147 19.81063652 18.50465775 1.0 -19.82151222 19.75506592 18.64249039 1.0 -19.90205383 20.01746941 19.60651016 1.0 -19.86251259 19.77072716 17.86539268 1.0 -19.47293091 19.68367767 18.97698021 1.0 -19.78953934 19.62255669 19.24047661 1.0 -18.32914162 18.00316048 17.95166206 1.0 -19.94528198 20.05156708 19.65283775 1.0 -19.81862259 20.07452583 19.5101223 1.0 -19.2610817 19.16585541 18.52155876 1.0 -19.70363235 19.74341202 19.37603378 1.0 -19.88289452 19.42337799 18.24629402 1.0 -19.61877441 19.85479355 18.69712639 1.0 -19.90264702 18.562994 19.24324989 1.0 -19.82077599 20.52169037 20.88890839 1.0 -19.90503311 19.88288689 19.28030396 1.0 -19.44522476 19.46032906 18.07891083 1.0 -19.8439846 19.05657959 18.35207939 1.0 -19.03302383 19.12159157 18.19689369 1.0 -19.94256973 18.6038208 16.9643383 1.0 -19.47963715 19.12651825 19.10698318 1.0 -19.82468414 20.21443176 19.85603333 1.0 -19.75987625 19.93355179 17.69950676 1.0 -19.91035843 20.23698425 20.0297699 1.0 -19.40349388 19.44549179 18.10148811 1.0 -19.09533882 19.05910492 18.13510704 1.0 -19.7085743 19.91159058 19.14931679 1.0 -19.70238113 19.75863838 19.49417305 1.0 -19.05892754 19.22708321 18.92937088 1.0 -19.74259758 19.52724266 18.25253487 1.0 -19.06313324 19.08043098 18.19506264 1.0 -19.83882332 20.35272217 19.54488754 1.0 -19.0983696 19.14704514 17.62011719 1.0 -19.36922836 19.38079262 18.07086754 1.0 -19.94641876 19.94799423 19.58398628 1.0 -18.67895317 19.01162529 18.04029846 1.0 -19.75061989 19.64240646 18.21172142 1.0 -19.34559059 19.91956329 19.59839821 1.0 -19.99042511 19.92214203 20.27745438 1.0 -19.93548393 20.21667862 19.71316147 1.0 -19.85746193 19.50522995 18.57170486 1.0 -18.93858147 18.77054596 18.5167923 1.0 -19.84617043 19.41926765 18.23602295 1.0 -19.63075066 19.09140968 17.75502586 1.0 -19.2252388 19.01813889 18.58277512 1.0 -19.64754105 19.62073517 18.45148087 1.0 -19.81512642 19.80854416 19.47996521 1.0 -19.17690468 20.13627243 20.81657028 1.0 -19.94468307 19.75038719 18.36501503 1.0 -18.901968 19.40105247 18.88511848 1.0 -19.57252884 19.8525238 18.70000458 1.0 -19.84844589 19.79868889 19.43912697 1.0 -19.37189484 19.11863136 18.55741692 1.0 -19.84841728 19.34592438 17.7874012 1.0 -19.27069473 19.61170387 18.6859436 1.0 -19.66168594 19.84850311 18.63267517 1.0 -18.92097092 18.84909248 18.40721893 1.0 -19.65616989 19.48246765 18.19311333 1.0 -19.90144348 19.82409668 19.41231918 1.0 -19.94297218 20.03658867 19.50884247 1.0 -19.90136909 20.94600868 21.1057415 1.0 -19.05165482 19.03468513 18.37429619 1.0 -19.92407227 19.60672951 18.41560745 1.0 -19.68465996 19.80413628 18.93710518 1.0 -19.71882629 18.97962189 20.07198906 1.0 -19.84272957 19.8477459 19.60290337 1.0 -18.77241516 18.38845062 18.42747688 1.0 -19.8334465 19.35119629 18.29115486 1.0 -19.87815857 19.96545982 19.4921627 1.0 -19.75748825 19.46709061 18.42423439 1.0 -19.62920189 19.40212822 18.61247063 1.0 -19.44513702 19.21972275 18.15980911 1.0 -19.93016815 19.5869236 18.24824142 1.0 -18.74201012 19.32587814 18.05475044 1.0 -19.9720459 19.39027596 21.52155876 1.0 -19.74461174 20.24762154 19.17188263 1.0 -19.94449615 20.21883583 19.33443642 1.0 -19.94346046 19.82911873 18.52458572 1.0 -19.06133461 17.93852234 17.75648117 1.0 -18.84972954 18.78828049 17.9233799 1.0 -19.94010353 19.77176285 19.43862152 1.0 -19.2213726 19.25863457 18.55254745 1.0 -19.89453888 20.28838158 19.9567585 1.0 -19.11710167 19.36771202 18.55847931 1.0 -19.78271294 20.05760384 18.79150009 1.0 -19.94800949 20.19783783 19.49522972 1.0 -19.95311546 20.13356209 19.67819595 1.0 -19.46427536 19.59306145 19.09288979 1.0 -19.41565514 19.93019295 20.25141335 1.0 -19.01836586 19.40375328 18.83461571 1.0 -19.13862991 19.04694176 18.2969265 1.0 -18.9310894 18.84482384 18.40999413 1.0 -19.54784966 19.13214493 18.31263924 1.0 -18.04225731 18.6194191 21.5321312 1.0 -19.10466194 19.67607307 17.59003258 1.0 -19.60930634 19.40716553 18.43753052 1.0 -19.99858284 20.14231873 19.61390495 1.0 -19.82783318 19.43450737 19.00165176 1.0 -19.97957611 19.82500267 19.50690269 1.0 -19.93811989 19.44009209 18.89524841 1.0 -19.48332977 19.71113968 19.16618919 1.0 -19.87646103 19.77847672 18.41929626 1.0 -19.96494102 19.92585373 19.48597336 1.0 -19.53800964 19.61135864 18.77654839 1.0 -19.90573692 21.37360382 21.66204071 1.0 -18.7065773 18.68676567 18.15454674 1.0 -19.93940544 19.87654495 19.48869324 1.0 -19.12274361 19.21542168 18.70764542 1.0 -19.85210037 20.32235336 19.78516197 1.0 -19.93325615 19.96610641 19.90293121 1.0 -18.79896927 18.75121307 18.28955841 1.0 -19.4487133 19.37699127 18.21777725 1.0 -19.49180412 19.44608307 18.54887581 1.0 -18.41148186 18.4911232 18.66067505 1.0 -19.98419189 20.16565895 19.75389671 1.0 -18.72967148 18.72733116 18.03398323 1.0 -19.62134933 20.08003998 19.9365387 1.0 -19.93572617 19.83408165 19.29338646 1.0 -19.93528748 19.71859741 18.42463684 1.0 -19.80317116 20.05108833 19.55533409 1.0 -19.9690094 20.02313042 19.68278122 1.0 -19.90792465 19.80301285 19.4086132 1.0 -19.76841545 19.76874924 18.53562164 1.0 -19.90880775 19.27350426 20.42353249 1.0 -19.94205093 19.8441658 19.46522522 1.0 -19.90568924 19.92672539 18.16981506 1.0 -19.95067596 20.70969963 20.47470474 1.0 -19.86651611 19.80860329 19.6183548 1.0 -19.54304123 19.48755074 19.08461761 1.0 -16.0302372 15.61069298 22.11328888 1.0 -19.89555931 19.86710739 19.52940559 1.0 -19.89357376 20.00262642 22.08833313 1.0 -18.94288445 19.11801147 17.61192131 1.0 -19.1214447 19.42623901 18.83866692 1.0 -19.61118698 19.53928757 18.45668602 1.0 -19.93072128 19.89098167 18.87082481 1.0 -19.98323441 20.05159187 18.98299789 1.0 -19.93597603 20.41646957 20.16157532 1.0 -19.64488983 18.93863487 17.44829559 1.0 -19.94013023 19.64456749 18.55974007 1.0 -19.15250015 19.40678978 19.05605316 1.0 -19.64495468 19.8451767 19.35798454 1.0 -19.77601051 19.71708107 18.75626373 1.0 -19.99010086 20.06768417 19.02517319 1.0 -19.8312912 19.71071053 19.34853745 1.0 -19.97249985 19.45630646 17.66251183 1.0 -18.93903923 19.90219879 18.9192791 1.0 -19.93929863 19.88431358 18.54795456 1.0 -19.72703743 19.95265198 19.78232384 1.0 -19.84226418 19.89838028 19.55650139 1.0 -19.67902756 20.13864708 18.90619469 1.0 -19.78022194 20.97426033 17.09089279 1.0 -19.98326874 19.86350441 18.77591133 1.0 -19.9086113 19.95735168 19.53536606 1.0 -19.685215 19.60314751 19.58481979 1.0 -19.64798927 19.43069839 20.28087234 1.0 -19.01351547 19.01725578 18.27629662 1.0 -18.77978706 18.73363304 18.32634544 1.0 -19.20009041 19.22375679 18.52956963 1.0 -17.92199898 18.06851196 17.016325 1.0 -18.86484337 18.78434944 18.11253548 1.0 -19.25764084 19.69519424 19.45674515 1.0 -19.6147728 19.36715889 18.16922379 1.0 -19.15160751 19.24443817 18.73477173 1.0 -19.97855186 20.12486839 19.62145424 1.0 -19.59281731 20.69962311 20.94812775 1.0 -19.9705162 20.18949509 18.8969326 1.0 -19.95954323 19.89621735 18.28963661 1.0 -19.53511238 19.76986885 19.1237278 1.0 -19.46119499 19.68300056 19.05777168 1.0 -19.7723999 19.92128944 18.61078453 1.0 -19.32610703 19.51380348 19.50889015 1.0 -19.68463898 19.4740181 18.87685204 1.0 -19.30581474 19.57945251 19.08398056 1.0 -19.72980499 20.80981636 20.81086349 1.0 -18.50445747 18.0325985 17.35695457 1.0 -19.37921906 20.58360863 21.73464012 1.0 -19.5411377 20.04958344 19.10133934 1.0 -19.52629852 18.73504257 17.29169273 1.0 -19.71006584 19.41872025 18.91654587 1.0 -19.82347679 20.21078873 19.71495438 1.0 -19.2402935 19.68909454 19.15649223 1.0 -19.76281548 19.46060562 19.72526169 1.0 -18.91095734 19.08172226 18.61354637 1.0 -18.71983337 18.61863327 18.61509323 1.0 -19.95717049 18.86126137 20.75102997 1.0 -19.93851471 19.92096138 18.98399162 1.0 -19.50963783 19.25638199 17.7908802 1.0 -19.91944695 20.05808067 18.51633835 1.0 -19.42656517 19.76807213 18.52579308 1.0 -19.743536 19.75712967 19.91592407 1.0 -19.86433029 19.97180367 19.6793499 1.0 -19.05672264 19.32841873 18.81276894 1.0 -19.30858231 19.24045372 18.02048874 1.0 -19.45750618 18.76922989 18.29928017 1.0 -19.90631866 19.65052795 18.6847477 1.0 -19.86300659 19.36903191 18.90343094 1.0 -19.26973534 18.52906227 16.87507057 1.0 -18.95500755 19.14353371 18.83240128 1.0 -19.59305 20.03930855 19.67485237 1.0 -19.74702644 19.91367722 19.50741959 1.0 -19.99559212 20.74302101 20.03131485 1.0 -19.70289993 19.81003189 19.68721008 1.0 -16.74281311 16.41334724 16.35929489 1.0 -19.39601707 17.78234863 18.21060944 1.0 -19.87693596 20.04460335 19.77772903 1.0 -19.8308506 19.91015625 19.5267601 1.0 -19.47221756 19.46211243 18.52764702 1.0 -19.48639107 19.56272316 18.24295044 1.0 -19.79885483 19.91103363 19.34780693 1.0 -18.8336525 18.74980354 18.0734024 1.0 -19.5463295 20.04141235 20.75297165 1.0 -19.16864586 19.3391819 18.76757622 1.0 -19.40492439 19.46691513 19.25044441 1.0 -19.8898468 20.20978737 19.20756721 1.0 -19.5907383 19.74788857 19.27513123 1.0 -19.67524147 19.5750103 19.3513279 1.0 -19.57124901 19.8237381 19.14816284 1.0 -19.85664368 20.20907974 19.53674507 1.0 -19.75891304 19.68256378 18.39103127 1.0 -19.91739464 19.84057426 19.50459862 1.0 -19.99542809 20.42308044 20.29001617 1.0 -19.99588013 19.71950531 18.00595474 1.0 -19.8907547 20.32599449 20.07299042 1.0 -19.99661255 19.71139717 18.42170715 1.0 -19.70951462 19.90505028 19.42116928 1.0 -19.93284988 19.75914383 18.76289749 1.0 -19.33675957 19.83255959 18.65755463 1.0 -19.20247841 19.34748268 18.40537262 1.0 -19.96118546 19.9989624 19.15643311 1.0 -19.49917793 19.95370102 19.83599091 1.0 -19.66676903 19.89300346 26.06049156 1.0 -19.90496826 19.9571743 19.16667366 1.0 -19.75819016 19.85520172 19.28183746 1.0 -19.86004066 19.96585464 19.01953125 1.0 -19.7034874 19.67037582 18.61496925 1.0 -19.00418663 18.90253067 17.78589439 1.0 -19.72748184 19.94687843 19.62133598 1.0 -19.57595825 19.5034008 18.220541 1.0 -18.94352913 18.97677803 17.50130653 1.0 -18.72094727 18.79995918 18.51135635 1.0 -19.74368477 19.59183311 18.181633 1.0 -19.68651772 19.17474937 17.59701729 1.0 -19.88599586 19.91063309 19.39987946 1.0 -19.36359406 19.54021454 19.09393501 1.0 -19.9905777 20.01602554 19.60887718 1.0 -19.73871613 19.44894409 17.91062355 1.0 -18.88743401 18.74885368 17.601614 1.0 -19.86844254 19.93988991 19.62153435 1.0 -18.60135841 18.47185326 17.06606293 1.0 -18.75204659 18.6872654 18.10979843 1.0 -18.91670799 18.88368034 18.05511284 1.0 -19.549757 19.41578484 18.82277489 1.0 -19.76593208 19.74554443 19.3248024 1.0 -19.92485809 19.91258621 19.62976837 1.0 -19.8594017 19.69629478 19.703825 1.0 -19.1740799 19.32728004 17.52088547 1.0 -19.90625572 19.97265816 19.370718 1.0 -18.79617882 19.073946 18.34504318 1.0 -19.9571228 20.02026367 19.45060921 1.0 -19.1998291 18.44303131 17.239851 1.0 -19.98785019 20.04465103 19.64628983 1.0 -19.88820076 19.93723869 19.51638794 1.0 -19.81003571 19.89854431 19.27544022 1.0 -19.96940994 21.24658203 20.89048958 1.0 -19.8807869 20.16401863 22.3820858 1.0 -19.38547325 19.20672035 18.29977226 1.0 -19.86360168 19.66378784 18.91229057 1.0 -19.76289368 19.73358727 18.9264183 1.0 -19.99965477 19.1493969 17.84643936 1.0 -19.88628006 20.77256393 22.50629425 1.0 -15.55290794 17.04463577 15.928131100000002 1.0 -19.17808533 18.83776665 19.15223122 1.0 -19.36888504 19.51068878 19.01358223 1.0 -19.0962162 19.99980736 18.66651535 1.0 -18.06345558 17.98931313 18.86345482 1.0 -19.59141541 20.15634346 19.95584106 1.0 -19.3001442 19.57490349 17.88022804 1.0 -19.92324257 20.02448273 19.058321 1.0 -19.69298553 19.63270378 19.91542244 1.0 -19.86370468 19.94801903 18.99969292 1.0 -19.54499626 19.43844795 19.11192131 1.0 -19.1625824 19.2876606 18.1852684 1.0 -19.98340225 20.0737648 19.02634811 1.0 -19.8355999 19.92152214 18.33014679 1.0 -19.92834663 19.83995628 19.00607681 1.0 -19.32505989 18.18884277 19.75868797 1.0 -18.60120201 18.61675453 18.01602745 1.0 -18.90185928 19.19624329 18.47602272 1.0 -19.4706955 19.43180466 18.47667313 1.0 -19.11263084 19.08247566 17.95917511 1.0 -19.63060188 19.86219406 18.64396858 1.0 -19.45905495 19.22463799 18.54446411 1.0 -19.97947693 20.12042809 18.85716248 1.0 -18.86584473 18.9716568 17.77874184 1.0 -19.94572639 19.8576107 19.17342377 1.0 -18.71269417 17.37924576 16.46630096 1.0 -19.76089287 19.45051956 18.07131767 1.0 -19.25898361 19.07755852 18.89217567 1.0 -19.86573792 19.92119026 19.64630127 1.0 -19.76037788 19.73277855 18.4948597 1.0 -18.75235939 18.66163254 18.0214138 1.0 -19.52978897 19.360672 17.9256382 1.0 -19.00888252 19.10266876 18.23868942 1.0 -19.85366058 19.22146988 17.7863903 1.0 -18.82373238 19.25004768 18.30329895 1.0 -18.19527817 19.29350471 20.76198959 1.0 -19.61763191 20.48584175 20.20388985 1.0 -19.78061295 19.53462219 18.97362518 1.0 -18.85993195 18.84510422 18.15143776 1.0 -19.88180351 19.87349129 18.7365818 1.0 -19.24710083 18.63768196 18.09166336 1.0 -17.63345528 18.17650604 17.52521515 1.0 -19.38512421 19.1693058 18.08296585 1.0 -19.65399933 18.78019905 18.35540009 1.0 -19.74724388 20.03783607 19.57545471 1.0 -18.89642525 18.61099815 18.4538765 1.0 -17.80058861 17.65983391 17.43708038 1.0 -18.70478439 18.84187317 17.86202049 1.0 -19.81479836 19.67799187 18.60314369 1.0 -19.99744987 19.59049225 18.58106232 1.0 -19.99726105 19.56249809 19.43883133 1.0 -19.25742531 19.61099434 18.23282242 1.0 -19.94887161 19.91889 18.75102997 1.0 -19.58056641 19.50064468 19.23233795 1.0 -19.71511269 19.49562645 18.55637932 1.0 -19.9644165 19.54907799 18.47642899 1.0 -19.0072155 18.90032196 18.57901001 1.0 -19.29753876 19.68233299 18.50660896 1.0 -19.20618439 19.19547653 18.82530212 1.0 -19.49196434 19.33378601 18.35191345 1.0 -19.49684525 19.50139999 17.91746712 1.0 -19.84244919 20.53598213 19.37990189 1.0 -19.81864357 19.75629425 18.90436363 1.0 -19.83460808 20.58267784 19.9468441 1.0 -19.84156799 20.03845978 18.695158 1.0 -19.71590233 19.94492531 21.05677414 1.0 -19.71037483 19.1880722 19.95577812 1.0 -19.84259987 19.21400833 18.46008492 1.0 -19.70428658 19.74983215 18.73586845 1.0 -19.84749603 19.21719551 17.62739182 1.0 -19.98514748 19.91817665 18.77259064 1.0 -19.56893539 19.7955265 20.27493668 1.0 -19.46918297 19.42554092 18.17934227 1.0 -19.24683952 17.82687187 20.23480606 1.0 -19.99745178 20.1292305 21.43078232 1.0 -18.6981926 17.70012665 17.81360626 1.0 -19.02302933 19.23393631 18.75376511 1.0 -19.91121292 20.36888695 20.49869919 1.0 -19.47615433 19.62900162 19.0939312 1.0 -19.88903809 20.193573 19.36276054 1.0 -19.14452744 18.91084099 19.14224815 1.0 -18.79601479 18.73391342 18.40585136 1.0 -19.99560738 19.98122787 18.71193314 1.0 -19.7579422 19.71940804 18.28504372 1.0 -19.68682289 19.64542389 19.15341949 1.0 -19.62464905 19.740448 18.73859978 1.0 -19.63738823 19.52562332 20.51104927 1.0 -19.61464691 19.58501434 18.65346718 1.0 -19.37018585 19.34653091 19.31869698 1.0 -19.95244026 19.69431686 18.79240227 1.0 -19.89316177 19.95072937 18.88200188 1.0 -19.38591385 19.06949043 17.9979496 1.0 -19.18033218 19.21328735 18.16604996 1.0 -19.88601303 20.02024841 18.87268257 1.0 -19.99151039 19.76638412 18.68376923 1.0 -19.94705582 20.27920341 19.8010006 1.0 -19.83989716 19.8013382 18.63309669 1.0 -19.14854622 19.53507042 18.56402206 1.0 -19.80668831 19.64870071 18.70715523 1.0 -19.37825012 19.63615608 18.62738991 1.0 -19.93727112 20.16232872 18.48754692 1.0 -19.75493622 19.2015934 17.67835808 1.0 -19.58888626 19.65664101 19.35048294 1.0 -18.71138763 20.36988449 18.53069305 1.0 -19.73360443 19.99637985 19.31753731 1.0 -19.7743988 21.63202667 21.47325897 1.0 -19.9453373 20.18782234 18.87883568 1.0 -19.55096245 19.7138958 18.94488335 1.0 -19.10957146 19.18434906 18.62975121 1.0 -19.90171432 19.95885277 19.70413971 1.0 -19.93731499 20.1628418 19.88106155 1.0 -19.35939407 19.66909599 18.86979103 1.0 -19.86288071 20.37173271 18.07248497 1.0 -19.93008995 20.02298164 19.67730331 1.0 -19.98554802 19.9547081 19.37777138 1.0 -19.21001434 19.20028496 18.81472969 1.0 -19.95206833 19.87042618 18.72056007 1.0 -19.35463333 19.3123455 18.97914505 1.0 -19.44065857 19.60394287 19.25469971 1.0 -19.52786064 19.43988609 18.32463837 1.0 -19.6327877 19.59692192 18.71776199 1.0 -19.75198174 19.63326645 19.23459816 1.0 -19.34333611 19.61366463 19.36921692 1.0 -19.87455559 20.04246712 19.495121 1.0 -19.68666458 20.03250885 19.40885544 1.0 -19.45997429 19.53902817 18.54097176 1.0 -19.43204117 19.1455555 18.14479637 1.0 -19.88427544 19.78729439 18.76562309 1.0 -19.84439278 19.64698792 18.38480949 1.0 -19.76351547 19.82698441 18.69881248 1.0 -18.81054115 18.78915596 18.34373093 1.0 -19.03601456 19.32587051 18.58287239 1.0 -19.88704109 19.87015915 19.42453003 1.0 -19.87515259 19.85324669 19.52419662 1.0 -19.88298798 19.82525826 18.87831116 1.0 -19.02292824 19.22213554 18.86707306 1.0 -19.69792557 19.2136116 18.18506813 1.0 -19.40889359 19.46944046 18.73955536 1.0 -19.63326836 18.9900589 17.85614395 1.0 -19.94968224 20.03604317 19.56039047 1.0 -19.05615425 20.05489159 22.49089432 1.0 -19.26899338 19.27156258 18.81608391 1.0 -19.20254898 19.49918938 19.15287399 1.0 -19.93297577 19.84401703 19.25396347 1.0 -19.90201569 20.24824715 18.71740341 1.0 -19.77703285 19.94189262 20.43190765 1.0 -19.93378448 20.19413948 18.882761 1.0 -19.95646477 20.00876427 18.82273102 1.0 -19.33689117 19.1213665 17.98441696 1.0 -19.80906105 21.19075584 20.84585762 1.0 -19.59032059 18.16896248 17.47320938 1.0 -19.63756371 19.7375412 19.82619286 1.0 -19.83032227 19.82227135 19.28773117 1.0 -17.56056595 17.08513069 19.55079842 1.0 -19.41147614 18.73196983 18.61174583 1.0 -18.29545403 17.77590752 17.53630638 1.0 -18.87814713 18.84143066 18.24640083 1.0 -19.71128845 19.36314011 18.9412632 1.0 -19.91511345 19.90904808 19.54573441 1.0 -19.86730576 20.07221603 19.78474617 1.0 -19.85865593 19.92080498 18.75289154 1.0 -19.81096458 19.89212608 19.67155457 1.0 -18.73726654 18.95427704 18.18908882 1.0 -19.84708977 19.94887543 19.53272629 1.0 -18.94635391 20.49576759 17.90577888 1.0 -19.07610321 20.0187397 18.46839333 1.0 -19.62425041 19.51693535 18.34145737 1.0 -19.56759834 19.5625515 18.31842613 1.0 -19.80506134 19.46347809 18.05955887 1.0 -19.93235397 19.85532379 18.91993713 1.0 -19.72722435 20.23911858 19.54466057 1.0 -19.50210381 19.43007469 18.85824394 1.0 -18.27225304 20.0155468 18.43462944 1.0 -19.72303772 19.38502884 19.68246078 1.0 -19.73343277 19.85423851 18.71585083 1.0 -19.95327377 19.89456177 19.44416809 1.0 -19.8627739 20.04978752 19.15626907 1.0 -19.59823036 18.95957947 17.7384491 1.0 -19.61813354 19.87464523 19.18068314 1.0 -19.79343987 19.57142639 17.74576378 1.0 -19.60507011 20.49840164 20.47265244 1.0 -19.62004662 20.470541 19.97591209 1.0 -19.81014061 19.97647285 19.17488289 1.0 -19.48839188 19.47024727 18.69297028 1.0 -19.5700531 19.2494545 18.48852348 1.0 -19.38595009 19.76288033 19.4745388 1.0 -19.90905571 20.16041183 19.82709694 1.0 -19.16204834 19.66098022 19.46887016 1.0 -19.598423 20.44142151 18.72205734 1.0 -19.20326614 19.58235741 18.86097145 1.0 -19.30966759 19.34790039 17.86074829 1.0 -19.95063591 19.16214561 18.39913177 1.0 -19.64495659 20.03279114 19.73128128 1.0 -19.93162155 19.8947773 18.86159897 1.0 -19.32102966 21.25732231 20.28763771 1.0 -19.76951599 19.89296341 18.85523415 1.0 -19.48389626 20.12161255 18.79981041 1.0 -19.79314995 20.17204666 19.63408279 1.0 -19.89637184 19.78623581 18.93299294 1.0 -19.81813812 19.54836273 19.72317696 1.0 -19.99956703 18.91730881 18.84825134 1.0 -19.91076279 19.86802673 19.10860252 1.0 -19.50194359 20.98152542 21.39790154 1.0 -19.75656509 19.91693878 18.64357758 1.0 -19.28635979 19.23788071 17.67648888 1.0 -19.91055489 19.6968174 18.99478912 1.0 -19.60227966 19.52057457 21.76755142 1.0 -19.76922607 19.77220535 19.55962944 1.0 -18.63756943 18.66763878 18.27074432 1.0 -19.96275902 19.47099113 19.18581963 1.0 -19.39765358 19.44569206 18.9806118 1.0 -19.4534893 19.32509232 17.93306351 1.0 -19.80364418 19.85368538 19.35533524 1.0 -19.2690239 19.37786102 18.71748161 1.0 -19.77742577 19.93458366 19.14719009 1.0 -19.77169418 20.05881119 18.97547531 1.0 -19.88767433 19.87289047 19.4099617 1.0 -19.98057556 19.92330551 18.86203957 1.0 -19.63201141 19.49708557 18.42393875 1.0 -19.71532822 19.723526 18.92184448 1.0 -19.17339516 19.61926079 19.71281242 1.0 -19.98900223 20.65104103 21.24645424 1.0 -18.72904015 18.97793198 18.2917099 1.0 -19.33469963 19.25507736 18.52207375 1.0 -19.32774544 19.20630836 18.20693207 1.0 -19.77420235 19.82326698 19.38422585 1.0 -19.33339882 18.67859077 18.73995972 1.0 -19.43855858 19.47826767 18.96200943 1.0 -19.09371376 19.08582497 18.17557907 1.0 -19.04770851 19.31648445 17.75010872 1.0 -18.71906662 18.77074432 18.35048676 1.0 -19.8378315 19.71543884 18.47803497 1.0 -19.77718925 19.88801384 19.32197762 1.0 -19.01139832 18.92457771 17.8706665 1.0 -19.78120041 20.04774094 19.81988525 1.0 -19.84348297 19.93951225 19.5472393 1.0 -19.75706673 20.32264328 20.2524929 1.0 -19.40841293 19.70153046 19.33323097 1.0 -19.85009193 19.67525482 18.62663269 1.0 -19.59887886 19.83712959 19.28905869 1.0 -19.82526016 19.73335838 19.15866661 1.0 -19.3338089 19.58334541 18.64698219 1.0 -19.8020916 19.83562469 19.46309471 1.0 -19.96445274 20.15246582 19.48623276 1.0 -19.40026855 19.57638168 18.35980034 1.0 -19.82082558 19.52815628 17.95639801 1.0 -19.12386703 19.22760201 19.1984272 1.0 -18.70964432 18.39995003 18.40563583 1.0 -19.82934952 19.86940575 18.76826668 1.0 -18.2317791 18.87022781 18.0936203 1.0 -19.73656273 19.89154243 19.56876945 1.0 -19.4646225 19.30129051 18.10241508 1.0 -19.98140335 20.29827118 19.15718842 1.0 -18.4781208 19.32995796 18.66320992 1.0 -19.9023819 20.13126564 19.59915924 1.0 -18.1930027 19.90416336 20.16285706 1.0 -19.78245544 20.6504879 21.18411064 1.0 -19.74509048 19.60095787 19.47582054 1.0 -19.86845779 19.98844528 18.92743874 1.0 -19.56734848 19.70840454 18.18955994 1.0 -19.38747787 19.71601105 19.35390854 1.0 -18.89318657 19.25040436 20.26177979 1.0 -19.85422325 19.35504532 19.62196541 1.0 -19.68711853 19.89145088 19.06523705 1.0 -19.45243454 19.41465187 18.99598122 1.0 -19.92889786 19.81736183 19.49806786 1.0 -19.8917675 19.71234512 18.50854301 1.0 -19.9460659 19.98966026 18.57925415 1.0 -19.93922997 19.86512947 19.41529655 1.0 -19.95265198 19.42988014 18.25300026 1.0 -19.92783546 20.00642395 19.70471954 1.0 -19.40658951 18.57998276 18.51198769 1.0 -19.97931099 19.6121273 18.64928436 1.0 -19.42083168 19.35066414 19.44161224 1.0 -19.87933731 19.76384926 18.83511543 1.0 -19.95329475 20.30956268 19.3283329 1.0 -19.60434151 19.58862495 18.58765602 1.0 -19.9932518 19.95683479 19.59022331 1.0 -18.90558243 19.02218628 18.24182892 1.0 -19.51034927 19.27700806 18.32782173 1.0 -19.6384964 19.58755302 19.35566521 1.0 -19.54448318 19.4793911 18.60664558 1.0 -19.32906914 19.41804123 18.28591728 1.0 -19.75322342 19.88401031 18.58385658 1.0 -19.25221634 19.39381409 18.65180206 1.0 -19.78997612 19.78539085 18.91539764 1.0 -19.95060158 19.97730255 18.92396355 1.0 -19.86588478 19.84717751 18.62243843 1.0 -19.95804787 20.00407219 19.81924248 1.0 -19.90884781 20.45055389 20.85727119 1.0 -19.67653084 19.80988312 18.73237228 1.0 -19.12169647 19.18793297 18.85040283 1.0 -19.32950783 19.49475861 19.07472229 1.0 -19.97911835 19.90561485 19.82466507 1.0 -19.64107132 19.21172714 17.82962608 1.0 -19.84014511 19.93362045 19.77791786 1.0 -19.44099045 20.09327507 21.28806114 1.0 -19.99909401 20.07441711 19.66175461 1.0 -19.55547142 19.67853928 19.27075386 1.0 -19.97006416 19.6164341 19.71575356 1.0 -19.72088814 19.81897163 20.00107384 1.0 -19.82624817 20.94669914 18.47012329 1.0 -19.50538254 19.07784462 17.98980713 1.0 -19.3296566 19.80420494 18.35651398 1.0 -19.84699631 19.60691643 18.2204361 1.0 -19.72235107 19.67271233 18.36705399 1.0 -19.91767502 20.22460556 19.85500717 1.0 -19.70153618 19.70500755 19.209692 1.0 -19.84793854 20.29045868 19.86374664 1.0 -19.99692917 20.05164909 19.6030159 1.0 -19.93270874 19.83611488 18.34432411 1.0 -19.5357132 19.76259804 19.46477318 1.0 -19.90162277 19.92971992 19.63909721 1.0 -19.87682152 19.85100555 19.52270508 1.0 -19.97574043 19.95678902 18.46832657 1.0 -19.73235893 19.49843788 18.34070206 1.0 -19.65390015 19.30216217 17.99853516 1.0 -19.77591133 19.80166435 18.99105453 1.0 -19.94793701 19.87221527 19.4058876 1.0 -19.98681641 20.11361504 18.90991783 1.0 -19.23362541 19.21712685 17.72270203 1.0 -19.32894135 18.73353767 19.06040192 1.0 -19.80300903 19.57614899 19.60061836 1.0 -19.55189896 19.72698975 18.02202415 1.0 -19.94260597 19.94172287 19.33062935 1.0 -19.93967056 20.01692772 19.70480728 1.0 -19.89151955 19.96826553 19.64448166 1.0 -19.76950073 20.04307175 19.91994286 1.0 -19.59089279 19.09169579 17.92007446 1.0 -19.04512405 18.8270092 18.50195122 1.0 -18.59321404 19.50018501 20.4934063 1.0 -19.52264786 19.53613472 18.51548386 1.0 -19.55887032 19.50242805 18.6726284 1.0 -19.7549572 19.62658501 19.26405334 1.0 -19.70302773 19.65402794 18.0984745 1.0 -19.52079201 19.87990952 17.4639225 1.0 -19.28769493 19.26465988 17.67531204 1.0 -19.87290573 19.93165016 18.75641251 1.0 -18.85246849 18.91784477 18.40419197 1.0 -19.04281425 19.31622314 18.14555931 1.0 -19.66293716 19.75278282 18.61480522 1.0 -19.78231812 19.82831383 19.02643204 1.0 -19.70602036 19.7150898 18.53430557 1.0 -17.39723396 17.30182838 18.49610329 1.0 -19.54750633 19.50190926 17.68805122 1.0 -19.83569527 19.94673157 19.77951622 1.0 -19.92524338 19.85310555 19.43362617 1.0 -19.81776237 20.17261887 19.41439438 1.0 -19.80327797 19.88399506 19.75375748 1.0 -19.92016411 19.63781738 18.66427612 1.0 -19.92700386 19.83719635 18.48125076 1.0 -19.47657204 19.61068726 19.09132767 1.0 -19.9731617 19.99107361 18.48617363 1.0 -19.522892 19.24893761 18.06064796 1.0 -19.24354744 19.69008636 19.12613678 1.0 -19.97081757 19.8146801 18.9341259 1.0 -19.38213539 20.11889458 19.49137306 1.0 -19.91235542 19.96213913 19.3856926 1.0 -19.62844658 19.93273354 19.48905754 1.0 -17.86359978 17.71175957 17.52543068 1.0 -19.89041901 19.93791771 19.65163994 1.0 -18.99920845 17.92643166 18.28048706 1.0 -19.59980583 19.75177002 18.61003494 1.0 -19.81141853 19.14572144 17.93976784 1.0 -19.17765236 19.20940399 18.62467194 1.0 -18.68069077 17.70215225 18.38127327 1.0 -19.75066566 19.27822876 17.9866066 1.0 -19.92172813 19.82997704 19.50296593 1.0 -19.51704407 19.36060524 18.13632202 1.0 -19.86298943 19.74053001 18.53543472 1.0 -18.88132668 19.73282623 18.77068329 1.0 -19.67267418 19.79794884 19.5667038 1.0 -19.8587265 19.60091019 18.41031647 1.0 -19.8393631 19.45577431 17.94483566 1.0 -19.81040764 19.96149635 19.62491798 1.0 -19.68800926 19.21895218 18.67088509 1.0 -19.87627029 20.03130722 18.7410984 1.0 -19.98402023 20.04867554 19.67240334 1.0 -19.33416176 19.61429024 19.02990913 1.0 -19.90172195 19.99828339 19.5804348 1.0 -19.78802299 19.84731483 18.80262756 1.0 -19.81477928 19.82117462 18.48829079 1.0 -19.84557343 19.94470787 19.08549881 1.0 -18.64543152 18.92588615 18.20030785 1.0 -19.23336792 19.28759956 18.45938492 1.0 -19.86394882 20.22233009 19.98442459 1.0 -19.72916985 19.50847054 18.27671242 1.0 -18.93861389 18.94906807 18.44456673 1.0 -19.09256172 20.16184425 19.45020866 1.0 -19.9625473 19.50716209 18.68473434 1.0 -19.45373154 19.29852676 19.02645493 1.0 -19.95495224 20.35879898 19.86474228 1.0 -19.48564911 19.51806259 18.3782711 1.0 -17.74204063 17.77986717 17.11114693 1.0 -19.83547592 21.37593842 19.95330048 1.0 -19.90310287 19.93793106 19.73042107 1.0 -19.75212669 19.59278679 19.03229904 1.0 -19.86322403 21.65042114 21.08174896 1.0 -16.96546936 16.69242096 16.45026779 1.0 -19.4891777 19.50897217 18.47497177 1.0 -19.04758835 19.17916679 18.65726089 1.0 -19.29536057 19.4582901 18.87124252 1.0 -19.72953033 20.11200142 19.18930626 1.0 -18.86926842 18.94906616 18.44121933 1.0 -19.21513367 18.87473869 18.07520294 1.0 -18.8188324 18.84016037 17.69557762 1.0 -19.99267387 19.5734272 20.11197853 1.0 -19.74007607 19.98496819 19.64108467 1.0 -19.1464138 18.98737144 18.02210045 1.0 -19.81180382 19.11670685 22.37254906 1.0 -19.55414963 19.70431709 18.65273094 1.0 -19.37937355 19.38715553 18.45984459 1.0 -19.57331657 19.71066666 19.09321404 1.0 -19.6626358 18.91587639 21.90734673 1.0 -19.61871719 20.17749596 20.48438263 1.0 -19.3650341 19.60788345 18.28502846 1.0 -19.85113907 19.5909214 20.13639259 1.0 -19.38105965 19.06773758 19.80113602 1.0 -19.70107269 19.51918221 18.43575096 1.0 -19.52243996 19.11975861 19.80476379 1.0 -19.44872856 19.59799004 18.66479492 1.0 -19.83983231 20.07798576 19.85885239 1.0 -19.9969902 19.99966621 19.44773865 1.0 -19.02789879 18.84379578 18.1088047 1.0 -19.66090965 19.5907917 18.95728111 1.0 -18.82549858 18.83602524 18.78059578 1.0 -19.73827362 19.82300758 19.50091171 1.0 -19.76478577 19.43343544 18.86028671 1.0 -19.43351936 19.59711075 19.18059158 1.0 -19.84587479 19.41290283 18.4635849 1.0 -19.7692852 19.87298584 19.53750801 1.0 -19.4263401 19.43934822 18.44980431 1.0 -18.87422371 18.31907654 20.52710342 1.0 -19.90004349 20.02050591 19.02272606 1.0 -19.66442871 19.63586617 17.80923462 1.0 -19.65331459 20.09716797 20.82744026 1.0 -19.51932335 18.99103355 19.05601883 1.0 -19.5646019 19.81318665 18.91567993 1.0 -19.2544136 18.99673653 18.36657524 1.0 -19.52762413 19.60086823 18.50723839 1.0 -19.7954464 19.84759331 19.72182655 1.0 -19.75273514 19.74875259 19.29668236 1.0 -19.91376495 19.98456573 19.62197495 1.0 -19.91500854 19.91233635 19.51693726 1.0 -19.30275536 19.31809807 18.32201958 1.0 -19.16659355 19.71523094 20.6371479 1.0 -19.94551849 19.93065453 19.55042267 1.0 -19.93752098 19.68848419 18.42308044 1.0 -19.91575432 20.09087372 19.68060112 1.0 -19.79426575 19.75988197 19.49923897 1.0 -19.6467247 19.5267334 19.10036469 1.0 -19.90849304 19.53619766 18.21987915 1.0 -19.76704979 19.70392036 19.21890259 1.0 -19.83258247 19.67184258 18.09583855 1.0 -19.51678276 19.38435936 18.82744789 1.0 -19.14705276 19.61119652 18.96212196 1.0 -18.74857903 18.75057602 18.16047287 1.0 -19.10407448 19.26628876 18.74219513 1.0 -19.98120689 20.08690834 19.67033768 1.0 -19.44938087 19.6217041 19.37454414 1.0 -18.70786285 18.68332291 18.06431007 1.0 -19.59592247 19.49729156 18.95615387 1.0 -19.69413948 19.5642662 18.5042305 1.0 -19.92185402 19.74553299 19.52019882 1.0 -18.83708191 18.95974159 18.3313961 1.0 -19.48774147 20.35621834 20.2424736 1.0 -19.77447128 19.62391853 18.55848312 1.0 -19.06596756 19.03321648 19.42685509 1.0 -18.18436813 18.78160667 19.46553993 1.0 -19.70366287 19.52219391 18.23258591 1.0 -19.94647789 19.87526131 18.77911186 1.0 -19.77350426 20.16812897 19.46357536 1.0 -19.43808746 19.66026306 18.93285942 1.0 -19.55662537 19.88024902 18.53692245 1.0 -18.96254349 18.36856461 18.07349014 1.0 -19.79660225 19.73737717 19.32691002 1.0 -19.97101593 19.63754082 18.6231308 1.0 -18.97892189 20.01233101 19.31140709 1.0 -19.56525803 20.70278549 20.97973824 1.0 -19.71348381 19.74903488 18.49785423 1.0 -19.51232529 19.60690117 18.42310333 1.0 -19.97014618 19.21904564 21.08105469 1.0 -19.87412071 19.90545845 18.54775238 1.0 -19.70828819 19.9901638 19.67675972 1.0 -19.61497879 18.96531677 18.48675156 1.0 -19.83304977 19.94810295 19.39815521 1.0 -19.35606194 20.91257858 21.19281197 1.0 -19.76073456 20.49528503 19.94673347 1.0 -19.69415474 21.61555099 21.06510544 1.0 -19.89105415 20.06903076 18.70267487 1.0 -19.98060989 19.65286446 18.69545364 1.0 -19.98654175 20.08418274 18.99273872 1.0 -19.97596931 19.98444366 19.23584938 1.0 -19.61102104 19.18472099 17.73967552 1.0 -19.83403587 19.26107788 18.21584702 1.0 -18.41382599 18.32819366 19.62455177 1.0 -19.8160038 20.05053902 19.34915161 1.0 -19.11987495 19.38085556 18.40066147 1.0 -19.82415199 20.08384323 19.06237221 1.0 -18.92968178 18.69509888 18.65557098 1.0 -19.83247566 20.63798714 20.34609222 1.0 -18.81320953 19.06352234 18.5328331 1.0 -19.95078659 20.18295288 19.92863083 1.0 -19.82197571 19.93128777 18.41356468 1.0 -19.58652687 20.53515244 18.98307037 1.0 -19.6666069 19.59684944 19.21000099 1.0 -19.85201645 19.97337723 19.48122025 1.0 -19.03421211 19.1663723 18.83652687 1.0 -19.23296356 19.5248394 18.98739052 1.0 -19.45782852 19.38105774 22.43727875 1.0 -18.92489624 18.90533829 18.3882885 1.0 -19.90052795 19.80261612 18.32619858 1.0 -19.61776733 19.36206436 18.34915924 1.0 -19.80490112 20.13713455 18.83589554 1.0 -19.94399834 19.80688095 20.16217041 1.0 -19.7887249 19.84691238 18.68441963 1.0 -19.44633484 19.55103302 19.10596085 1.0 -19.49799156 19.23864746 18.68172073 1.0 -19.75577927 19.32323074 17.64070511 1.0 -18.56736946 18.55669785 18.1135006 1.0 -19.48350143 19.64408493 19.00366783 1.0 -19.93218613 20.05259895 19.5316906 1.0 -19.80225372 19.73464394 19.26973534 1.0 -19.17748451 19.22109795 18.08133125 1.0 -19.59201813 19.94939232 19.35718346 1.0 -19.58652306 19.93014526 19.1522007 1.0 -19.87322426 20.16694641 19.90736961 1.0 -19.99469376 21.37925529 20.59966469 1.0 -19.00046158 18.71170235 17.68193436 1.0 -19.26311874 18.89454842 17.60427856 1.0 -19.69968796 19.9304657 18.88670731 1.0 -19.90481567 20.57427025 20.60153961 1.0 -19.83699608 20.41073036 20.062994 1.0 -19.55504608 19.61345482 19.15649033 1.0 -19.66842461 19.70349121 19.38096237 1.0 -19.52719498 19.67639542 18.51896286 1.0 -19.47565269 18.48700905 22.95786095 1.0 -19.95944595 19.57534599 18.62493134 1.0 -19.38779259 19.62414169 18.12999725 1.0 -19.00052834 18.98876572 18.59016418 1.0 -19.74378395 19.37719727 18.28029442 1.0 -19.55948257 19.82117271 19.30110741 1.0 -19.42930031 19.7364006 18.36523247 1.0 -19.91640472 20.01732826 19.57001495 1.0 -18.60937881 20.43086243 20.9816246 1.0 -19.91667747 19.90522957 18.71704674 1.0 -18.38970566 18.43752289 17.5766201 1.0 -19.63597488 19.86130524 19.60598183 1.0 -19.96878624 20.03694916 19.78594589 1.0 -19.79247475 19.47851562 19.15566063 1.0 -19.54713631 19.12471962 23.53205109 1.0 -19.99497414 20.54385948 21.87541771 1.0 -19.52269173 19.34217453 19.06641197 1.0 -18.78454399 18.78976631 18.27960396 1.0 -19.79498291 20.11581039 19.84190559 1.0 -19.56101227 21.50489235 21.54360771 1.0 -19.42433929 19.45447159 19.04249001 1.0 -18.95948029 19.21069908 18.52335739 1.0 -19.97952652 20.30534935 19.39370346 1.0 -19.77398682 18.9130764 18.55092812 1.0 -19.52174377 19.53032112 18.61699295 1.0 -19.84538078 20.00240517 19.74590683 1.0 -19.32842636 19.13751602 20.78267479 1.0 -19.63621521 19.85590172 19.63158798 1.0 -19.39129829 20.65321732 19.85703087 1.0 -19.97256088 21.11882973 21.5704422 1.0 -19.86620331 19.94442177 19.45004845 1.0 -19.8875351 19.78384209 18.70141983 1.0 -19.88327599 18.98828316 16.88292122 1.0 -19.12501144 19.80558205 18.78403664 1.0 -19.6265049 19.89199066 18.34697151 1.0 -19.8601284 20.38087082 20.72841454 1.0 -18.87584686 20.67653465 20.9179554 1.0 -19.95159912 19.89317131 19.30909538 1.0 -19.70115471 18.59617615 17.9117794 1.0 -19.98601532 19.9711628 19.31022453 1.0 -19.77467155 19.72730637 18.26358604 1.0 -18.54490662 18.61715508 18.06242371 1.0 -19.48276711 19.54696274 18.0380764 1.0 -19.80770111 19.82704544 19.62665749 1.0 -19.98189354 19.96579933 19.54012108 1.0 -19.54475784 20.07725906 19.83052826 1.0 -19.89412308 19.94345093 19.51644135 1.0 -19.95337105 20.11571312 19.74518967 1.0 -19.48362732 20.61087227 22.30351257 1.0 -19.96099472 19.80212593 18.72713661 1.0 -19.58141327 19.22553444 19.15681648 1.0 -19.97183228 19.73241234 18.75275993 1.0 -19.88917923 20.34193802 19.88975525 1.0 -19.98152161 19.99347115 19.8726902 1.0 -19.88970947 19.88816071 19.65574455 1.0 -19.84507561 19.90018463 19.79717255 1.0 -19.65589142 19.72042847 19.56379509 1.0 -19.73163414 19.86994362 19.55322456 1.0 -19.62094879 19.60466576 19.37137032 1.0 -19.9698143 19.82128716 18.49582672 1.0 -19.87044334 20.3819828 20.14838219 1.0 -19.70642281 19.59344864 18.79640961 1.0 -19.86220932 19.48277092 18.2256279 1.0 -18.50530624 19.71889687 18.87581825 1.0 -19.86745834 19.51864433 18.65546989 1.0 -19.9100666 19.96609879 19.7007885 1.0 -19.49368668 19.44955444 18.53447151 1.0 -19.33693314 18.64406395 17.1884594 1.0 -19.94751358 19.63867378 17.92881584 1.0 -19.99454308 19.94793701 19.44749832 1.0 -19.89446259 19.80742836 18.58301353 1.0 -19.97439766 19.39065933 17.82028961 1.0 -18.98801422 19.1146183 18.55208015 1.0 -19.8577137 20.31589317 19.10105133 1.0 -19.55150795 19.3657341 19.04436493 1.0 -19.67723846 19.88481331 18.8800354 1.0 -19.81403351 19.83794594 19.60551071 1.0 -19.76143265 19.98907471 19.47118378 1.0 -19.40354919 19.20610809 19.62270927 1.0 -18.46027756 18.56596756 18.15898705 1.0 -19.9803257 19.89652252 19.48326492 1.0 -18.71727943 19.66654968 19.55228615 1.0 -19.67082787 20.30429649 20.23945999 1.0 -19.92930794 19.8718605 19.59686089 1.0 -19.39826012 19.24870491 18.2310276 1.0 -19.96326828 19.95117188 19.75400925 1.0 -19.8710804 19.92268944 19.53368378 1.0 -19.71639442 19.96470451 18.78058434 1.0 -18.770401 18.66464806 17.97168922 1.0 -19.83425713 19.7695961 18.38388824 1.0 -19.74201012 19.66881561 19.39504814 1.0 -19.81158257 19.84872437 19.46961403 1.0 -19.7281971 19.92193604 19.45504189 1.0 -19.58360672 19.94579506 19.21057892 1.0 -19.45084763 19.90041733 19.82003784 1.0 -19.07832146 18.82720184 18.87541962 1.0 -19.78796005 20.18311691 19.72332191 1.0 -19.78617477 19.69955826 18.58912086 1.0 -19.74511337 19.61455345 18.6319561 1.0 -18.84157944 18.6785202 18.54835129 1.0 -19.2678318 19.53628922 19.25777817 1.0 -19.79023743 19.86354637 19.51805305 1.0 -19.90493202 20.01017761 19.65013695 1.0 -19.57629013 20.99191856 20.37241745 1.0 -18.76032066 18.71211052 18.24147224 1.0 -19.74186134 20.42530441 19.3801136 1.0 -19.79173851 20.61984634 19.41279984 1.0 -19.77731133 20.21940804 19.25666046 1.0 -19.89790916 20.8598671 20.82308388 1.0 -19.830616 19.73351479 18.49813461 1.0 -19.96870422 19.94372177 19.52490997 1.0 -19.70632935 20.31380844 18.36992073 1.0 -19.40708351 19.55989838 19.26659775 1.0 -18.7318821 18.90217781 18.30748177 1.0 -19.59202576 19.32046318 18.57523727 1.0 -19.8079586 19.74548721 19.47675705 1.0 -18.13286591 18.60299873 17.57937813 1.0 -19.99912834 20.04011917 19.39097595 1.0 -19.96180916 20.23249626 19.21269608 1.0 -18.84703827 18.80118752 18.41489792 1.0 -19.35920906 19.7072258 18.55049515 1.0 -19.94590378 20.46155739 17.99554062 1.0 -19.5519352 19.08182526 21.09877968 1.0 -19.70609283 20.34901047 20.34954071 1.0 -19.95363617 19.77337265 18.73664474 1.0 -19.15573883 18.7095108 18.70254707 1.0 -19.92471886 20.04153824 19.629673 1.0 -19.23954773 19.21702576 18.0016098 1.0 -19.7191124 19.23307991 17.90513992 1.0 -19.53157234 19.68093681 18.98812103 1.0 -19.80532074 19.06956863 17.65937424 1.0 -19.99137878 20.10169601 19.68412971 1.0 -19.87298393 19.90439606 18.61811256 1.0 -19.90718269 18.55296516 17.47032166 1.0 -19.76522827 19.70996857 18.76945305 1.0 -19.34101868 19.40901947 18.17668343 1.0 -19.40665245 19.64640236 19.17753601 1.0 -18.82788277 18.72892952 18.83073997 1.0 -18.81565285 18.83234978 18.18862152 1.0 -19.88903999 19.93587112 18.98983574 1.0 -19.85638809 19.76622009 18.09246635 1.0 -19.97024536 19.83616447 18.64502525 1.0 -19.96936035 19.813797 18.64959145 1.0 -19.38814163 19.54632568 19.2852726 1.0 -19.74704361 19.84123039 19.36289024 1.0 -19.87926292 19.97182846 19.01431656 1.0 -19.78882027 19.76952362 18.02841187 1.0 -19.99811935 19.85538483 18.44241333 1.0 -19.12559128 19.12727165 18.1185379 1.0 -19.93998909 19.87931633 18.6354847 1.0 -19.81495285 19.91466141 19.54449463 1.0 -19.19704819 19.38879013 18.68391037 1.0 -19.82252884 20.00670815 18.47262764 1.0 -19.94627762 19.9384613 19.45331573 1.0 -19.75397873 19.73794556 19.68147278 1.0 -19.82603836 19.90202141 19.4939785 1.0 -19.95461655 19.7875843 19.11579514 1.0 -19.74308205 19.85507965 19.04523468 1.0 -19.86268806 20.9469738 20.1079464 1.0 -19.48964882 19.94965744 19.08286285 1.0 -19.43426514 19.20105934 18.91255951 1.0 -18.52695274 17.96017838 17.52733803 1.0 -19.37838936 19.52967453 19.00076866 1.0 -18.94644165 19.02243805 18.14359474 1.0 -19.79443741 19.54607201 18.15192986 1.0 -17.65123749 17.52263069 17.41196823 1.0 -17.33229828 16.70158386 17.7525692 1.0 -19.9015274 19.5856514 19.40000725 1.0 -19.87898445 20.15592194 19.79356194 1.0 -19.04303169 18.98278427 17.83522415 1.0 -18.96495628 19.23184776 18.64082146 1.0 -19.55768967 20.42599678 19.89862823 1.0 -19.16799545 19.84423828 19.13219643 1.0 -18.82002258 19.0701561 18.31888771 1.0 -19.00806046 19.35162926 18.17929077 1.0 -19.95078659 19.1967411 17.85030174 1.0 -19.95411873 19.5467186 18.60930252 1.0 -19.91111374 19.93945312 19.53704834 1.0 -19.20536232 20.39481163 20.98291969 1.0 -19.65421104 19.67259407 19.57597733 1.0 -18.63381958 18.71460533 17.85482979 1.0 -19.97826004 19.87074661 18.97401047 1.0 -19.21764946 19.3680439 19.11237335 1.0 -19.47308159 19.51442337 19.05099678 1.0 -19.45763206 19.51528168 18.05512047 1.0 -19.46400642 19.55456734 18.98860931 1.0 -19.08261299 19.03258896 17.45627403 1.0 -18.88573647 18.9069519 18.29496002 1.0 -18.52372742 18.8652668 18.17155647 1.0 -18.33292198 18.00596428 17.01838875 1.0 -19.29003906 18.18925476 17.53203011 1.0 -19.97369385 19.77665138 18.89531517 1.0 -19.26958847 19.43977165 18.48480225 1.0 -19.79202461 19.96744537 19.90825653 1.0 -19.73548126 19.77700233 18.57791901 1.0 -19.88298798 19.39369011 17.89684486 1.0 -19.51494789 19.66810036 19.1700592 1.0 -19.8081398 20.12033272 18.93271065 1.0 -18.66505051 18.72569275 18.19966698 1.0 -19.97990036 20.13322449 19.08025169 1.0 -19.48277283 19.2055912 18.50958061 1.0 -19.80034447 19.8025589 19.46321678 1.0 -19.7019043 19.88881111 18.90635872 1.0 -19.00985909 19.70576859 18.88397217 1.0 -18.98775482 19.6532135 18.72794342 1.0 -19.24829102 18.04858398 21.36557579 1.0 -19.86999702 19.94207573 19.47311974 1.0 -18.97835159 19.11312103 18.62038231 1.0 -19.80806541 19.99307823 18.61195564 1.0 -19.60443306 19.82045746 19.49486923 1.0 -19.43509865 19.34069061 18.9843235 1.0 -18.62556076 18.90756416 18.43529701 1.0 -18.72422791 18.8701725 18.3449688 1.0 -19.93941879 20.26326561 19.00376892 1.0 -19.96816444 20.20683861 20.00690269 1.0 -19.78866959 19.97703743 19.03802681 1.0 -18.40809631 18.49489021 18.05668259 1.0 -19.64420319 19.42935944 18.6191864 1.0 -19.93997192 20.03958321 19.7943325 1.0 -19.5274601 19.12379074 18.63697815 1.0 -19.4888401 19.28142548 17.7663269 1.0 -19.47279549 20.57814026 20.28069687 1.0 -19.97418022 20.03722954 18.68289375 1.0 -19.48099899 20.34774399 22.36891174 1.0 -19.51592255 20.47605705 20.02795982 1.0 -19.02660561 19.29639816 17.52131081 1.0 -17.94577217 17.83844376 18.30538368 1.0 -19.90519333 19.7957325 19.34288597 1.0 -19.74953651 21.09223175 21.90226936 1.0 -19.36552048 21.13917732 21.66624069 1.0 -19.91079903 19.94626236 19.16004181 1.0 -18.92464256 18.83329773 18.26745224 1.0 -19.88684845 19.75156403 18.60138893 1.0 -19.23957825 19.27996254 18.09625053 1.0 -19.79280663 20.44948006 21.06531525 1.0 -18.76791954 18.42827034 19.21803093 1.0 -19.96305084 19.98822594 19.60650063 1.0 -19.09759712 19.12813377 18.46136856 1.0 -19.4347477 19.52180481 19.99126434 1.0 -19.38180542 20.39649391 19.97917175 1.0 -19.58191872 19.85791969 18.91091728 1.0 -19.57151985 19.51625824 18.34984207 1.0 -19.64999008 19.29853058 17.8973217 1.0 -19.45882797 18.99069023 18.65159416 1.0 -19.87170982 19.96682739 19.62648392 1.0 -19.57335854 19.69544983 19.56560516 1.0 -17.83101654 17.8094368 17.65493202 1.0 -19.65013123 20.05245399 19.03558159 1.0 -19.8460083 19.81157494 19.46630859 1.0 -19.29852676 19.88165855 19.02539253 1.0 -19.96119308 20.22716522 20.1916008 1.0 -19.92597961 19.86376572 19.56736565 1.0 -19.89621925 19.72229576 18.26263618 1.0 -19.56487465 19.29813576 17.90492058 1.0 -19.96819115 20.59999466 21.51062965 1.0 -18.39728165 19.11390877 18.74277878 1.0 -18.9828968 18.97212791 19.15137863 1.0 -19.8151722 19.82821083 18.68373108 1.0 -19.89716911 20.24626732 19.63730812 1.0 -18.69630623 19.30415344 18.79122925 1.0 -18.97229767 19.36837387 18.99407768 1.0 -19.96132088 19.70560837 18.25449181 1.0 -19.85218048 19.65901566 18.54044533 1.0 -19.87774467 19.68859863 18.1466198 1.0 -19.99912262 20.03044701 19.87293053 1.0 -19.27309799 19.39587021 18.6903801 1.0 -19.5177536 19.71521187 18.39741325 1.0 -19.63043404 20.03536606 19.03522682 1.0 -19.93393326 19.49114227 18.37203026 1.0 -19.33480453 19.4917202 17.97691154 1.0 -19.00276947 18.86105347 18.83251953 1.0 -19.99099922 19.91578293 19.33147812 1.0 -18.97249603 19.21770668 18.2097435 1.0 -19.77806664 19.63455009 18.73627472 1.0 -19.77534103 20.74287224 20.8114624 1.0 -19.40353584 19.18188667 18.18018341 1.0 -19.91635895 19.70524597 18.24201393 1.0 -19.74971199 19.65991211 18.60765648 1.0 -18.737854 18.64001274 18.77516365 1.0 -19.87374687 19.92263031 19.40448952 1.0 -19.05087471 19.28954315 18.89990997 1.0 -19.23125458 19.51600647 19.1732502 1.0 -19.7534523 19.85379791 19.4778614 1.0 -19.33055687 20.69427681 19.32746315 1.0 -19.23217583 20.91653824 21.34707832 1.0 -19.92298126 20.0150528 19.62790489 1.0 -19.96552849 19.50393105 21.83872795 1.0 -19.98872375 19.96346474 18.87543297 1.0 -19.99713135 19.91202927 19.59482765 1.0 -19.30526733 18.0923748 21.76530647 1.0 -19.54519272 19.5990448 18.73031044 1.0 -18.28750992 19.173069 19.11597061 1.0 -18.8105011 18.73715973 17.54352379 1.0 -19.60626602 19.25574493 17.83071709 1.0 -19.87532425 19.99018478 19.71909332 1.0 -19.04831886 19.10180473 18.58539391 1.0 -19.67741013 20.06468582 21.18601418 1.0 -19.85799789 20.05816269 19.44709778 1.0 -19.16304016 19.2669487 19.03830338 1.0 -19.28325844 19.64652061 19.75180244 1.0 -18.74790764 18.68629074 18.21603394 1.0 -19.97195435 19.66886902 18.76376343 1.0 -19.94559288 20.04150009 19.75020599 1.0 -19.5008831 19.85448456 20.66182518 1.0 -19.16448784 20.3983078 20.83533287 1.0 -19.25504494 19.47742462 18.92120171 1.0 -19.42893219 19.43180084 18.93045235 1.0 -19.47133255 19.5130024 19.12823677 1.0 -18.51508904 18.23092651 17.23139191 1.0 -19.76410103 19.2490921 18.08824158 1.0 -19.91469765 19.97673798 18.82925034 1.0 -19.33640862 20.74087143 20.78681946 1.0 -19.97613335 19.3651619 18.53220558 1.0 -19.83400154 19.72492981 18.64732552 1.0 -19.70311737 19.76604652 18.62174416 1.0 -19.84261322 19.3708744 17.47124481 1.0 -18.55742455 18.22896767 20.36133003 1.0 -19.94032669 19.63080025 18.54919243 1.0 -19.99315643 19.77398682 18.24443626 1.0 -19.91968536 19.63458252 18.03180885 1.0 -18.94842529 19.04107285 17.77297401 1.0 -18.78782654 18.83127594 18.32107544 1.0 -18.77769279 18.81251144 18.01461983 1.0 -18.4238224 19.06351852 18.76305008 1.0 -19.92925072 19.85480499 19.49938011 1.0 -19.52535629 19.43096924 18.0909481 1.0 -19.93367386 20.05442047 19.7728405 1.0 -19.78163528 19.96541405 19.16487312 1.0 -19.98957825 20.04050446 20.6234684 1.0 -17.99412727 17.8631382 17.04010582 1.0 -18.79070282 18.97042656 18.09782219 1.0 -19.87685204 20.21564674 19.76761246 1.0 -19.98996925 19.92547607 19.4278965 1.0 -19.28041649 19.195467 17.97063637 1.0 -18.98127556 19.53151321 19.01255417 1.0 -19.81822205 19.7190094 18.91775513 1.0 -19.50436401 19.82542419 18.95325089 1.0 -19.47270012 19.49222946 19.30880165 1.0 -19.39397812 19.55340195 19.17908287 1.0 -19.78907394 19.98828125 19.43755722 1.0 -19.81624222 19.87405777 21.06080246 1.0 -19.44223022 19.80354881 19.36810875 1.0 -17.33178139 17.10058784 16.73986244 1.0 -19.86710548 19.79182243 18.48916245 1.0 -19.99260521 19.7436161 19.0098362 1.0 -19.7099247 19.46847534 18.11945915 1.0 -19.93665695 19.77580643 18.46509361 1.0 -19.81890678 19.69215012 18.46789169 1.0 -19.38990211 19.21525383 17.7487545 1.0 -19.94779778 20.63015175 18.88643074 1.0 -19.86184883 20.00402641 19.74220848 1.0 -19.17017174 18.9565773 18.33205605 1.0 -19.8773632 19.54051971 18.09682655 1.0 -19.52316475 20.01911163 20.27556229 1.0 -19.31062126 19.37116051 18.59383965 1.0 -19.89404106 19.4888916 18.05698204 1.0 -19.95994949 19.81197739 18.46045685 1.0 -19.80132103 19.97420311 19.6830349 1.0 -19.54709053 19.1325016 18.86816216 1.0 -19.40882683 19.53689957 19.2585392 1.0 -19.9422493 19.53976059 19.93367386 1.0 -19.81171417 19.93003464 19.57050514 1.0 -19.58736038 19.76088524 19.40148544 1.0 -19.75092316 19.58950615 19.78759575 1.0 -19.55001068 20.48636055 22.24274063 1.0 -19.60961914 18.62572289 18.07423019 1.0 -18.95657158 18.18511391 18.11258698 1.0 -18.9545002 18.92615318 17.9477787 1.0 -19.31934357 19.47003746 19.11549759 1.0 -19.90217018 19.64655113 18.52020836 1.0 -19.76486588 19.79524231 19.40030098 1.0 -19.62581253 19.77864647 19.3021965 1.0 -19.8450489 19.52050209 22.28417969 1.0 -19.91992188 19.90653801 19.47226524 1.0 -19.56966591 19.57322502 19.12579536 1.0 -18.96360207 19.1072731 18.65628815 1.0 -19.26465797 19.59793663 19.27785873 1.0 -19.38835335 19.59679794 19.06600571 1.0 -19.91616821 21.24504662 20.15624619 1.0 -18.2264843 17.6576786 16.69514465 1.0 -19.37711716 19.30136108 18.72119141 1.0 -19.86391258 19.91483688 19.45560455 1.0 -19.96369171 20.09227371 19.25074387 1.0 -19.62482071 19.27716255 18.4851017 1.0 -19.83615685 18.80300522 18.15969849 1.0 -18.66159439 18.71142006 18.2642231 1.0 -17.51665878 17.19260788 16.77081108 1.0 -19.42194748 21.22137451 20.77965927 1.0 -19.99795914 19.06990242 18.56176567 1.0 -19.95906639 19.95162964 19.53634453 1.0 -19.80741501 19.84052277 19.50299263 1.0 -19.49316788 19.49698257 18.12090111 1.0 -19.72850037 19.68743324 19.06828499 1.0 -19.66729164 19.64912796 18.68520927 1.0 -19.71936417 19.49237633 18.50941658 1.0 -19.84462929 19.82027054 19.59990883 1.0 -19.54872322 20.33314514 19.41910172 1.0 -18.76945496 18.20990372 17.71526337 1.0 -19.90240669 19.9794426 19.02090073 1.0 -18.96654701 18.85330582 17.74430656 1.0 -19.94114876 20.03062057 19.66052437 1.0 -19.97367287 20.00711441 18.69387817 1.0 -19.96904182 20.12656784 19.12608147 1.0 -19.95681572 20.82159233 20.16876411 1.0 -19.905056 20.19068146 20.14962769 1.0 -18.88961792 18.63535881 17.73783684 1.0 -19.41364479 21.14418411 19.81375885 1.0 -19.83958817 19.7779026 18.69403839 1.0 -18.79249191 19.0036869 18.0295887 1.0 -19.17367363 19.11573219 19.02307129 1.0 -19.53544617 19.25147247 17.52969551 1.0 -19.85799408 20.0658741 18.94200134 1.0 -19.72062874 19.44856834 18.33883095 1.0 -19.92924881 19.40761375 17.42397499 1.0 -19.99223137 20.14798546 19.74932671 1.0 -19.77033043 19.90616989 19.5097065 1.0 -18.92876434 18.41386032 22.38924789 1.0 -19.81002998 19.90536499 19.1108284 1.0 -19.97726631 20.25328255 19.92850304 1.0 -19.72000122 19.90986252 19.65384483 1.0 -19.63426208 19.63033295 18.96304703 1.0 -19.15932846 18.4144783 17.93934631 1.0 -19.87103081 19.80509567 18.89522934 1.0 -19.16229439 19.13599205 18.69301796 1.0 -19.97582054 20.17962265 19.81798553 1.0 -19.85175705 20.31382179 19.81635666 1.0 -19.64908981 19.99579048 19.23156166 1.0 -19.558815 20.27591896 19.42767334 1.0 -19.54086113 19.62406921 19.3293705 1.0 -16.72144508 16.51575851 16.43326759 1.0 -17.50457001 18.2313633 17.59836578 1.0 -19.1061821 19.63545609 18.60711098 1.0 -19.59584999 19.68232346 18.47698021 1.0 -19.87155914 20.16622543 18.99934959 1.0 -19.88339233 21.56369019 20.87336159 1.0 -19.73237991 21.13157272 20.09238434 1.0 -19.63291931 19.61406898 18.91783524 1.0 -19.23534775 19.8980999 21.00712395 1.0 -19.26527786 19.50018311 18.81376457 1.0 -19.75142288 19.29701233 21.72417068 1.0 -19.80062103 19.86652946 19.47226715 1.0 -19.48444748 20.2543087 20.58161736 1.0 -19.87026978 19.91580391 18.65558243 1.0 -19.87465477 19.2399559 18.94254112 1.0 -19.89484024 19.93125725 19.20301628 1.0 -19.65089607 19.4015007 17.73334122 1.0 -19.15565872 19.192276 18.14871216 1.0 -18.9987812 19.11048508 18.36268425 1.0 -19.66961288 19.56038475 18.16197777 1.0 -19.29587364 19.29658508 18.07722855 1.0 -19.67596817 19.73519707 19.5208683 1.0 -19.34963036 19.42390442 19.03277779 1.0 -19.9151001 19.91271591 19.52840424 1.0 -19.91684914 19.43830681 18.25299644 1.0 -19.30754662 19.5766468 19.08308792 1.0 -19.92113304 18.70303726 18.62084389 1.0 -19.83987236 19.97045708 19.55041695 1.0 -19.56620216 19.76192093 18.83754158 1.0 -19.91046715 19.70178986 18.53076935 1.0 -19.91343307 19.82023239 19.42012405 1.0 -19.89080811 19.85440254 19.53819656 1.0 -19.97488785 19.41667747 17.61953545 1.0 -19.8881588 20.15276527 19.92441177 1.0 -19.21081161 19.19675446 18.6512413 1.0 -19.07965851 18.23754501 18.70077896 1.0 -19.79881477 20.83963013 20.50522041 1.0 -19.99538612 19.90299797 18.85872269 1.0 -19.99994278 20.00635719 18.48223686 1.0 -19.49680519 19.71590424 19.19427299 1.0 -19.37069511 19.41963196 18.09161758 1.0 -19.58028412 20.58636093 22.08335114 1.0 -19.85763741 19.9143486 18.83174706 1.0 -19.96948051 19.60232353 18.55012321 1.0 -19.98967171 19.90864944 19.62296295 1.0 -16.41856575 16.08526611 15.99127769 1.0 -19.17498016 19.22738457 18.15647888 1.0 -19.9753685 20.6634903 19.84081459 1.0 -19.68647575 20.06728745 19.07841492 1.0 -19.43525314 18.97550011 18.872509 1.0 -18.63084412 18.6057148 18.0346241 1.0 -18.15285301 18.74091148 18.39859772 1.0 -19.529356 19.70626068 18.52066612 1.0 -19.96214294 20.04722786 19.59870338 1.0 -18.64760208 18.66644287 17.55923653 1.0 -19.84741211 18.76055908 17.89374542 1.0 -19.55980682 20.24458122 19.05406761 1.0 -19.92412567 19.30897522 20.91165924 1.0 -19.17988777 18.69135094 18.87623978 1.0 -19.95538712 20.01389313 19.56646156 1.0 -19.9269886 19.89058495 18.94047356 1.0 -19.88277054 19.84114838 18.4361515 1.0 -19.07528305 19.1556778 18.77922821 1.0 -19.9475708 19.92598534 18.77016449 1.0 -17.72077942 18.33846664 19.40488052 1.0 -19.23369217 19.32207108 18.04444504 1.0 -19.44004631 19.07227135 18.88720131 1.0 -19.76760864 19.70619202 18.58044815 1.0 -19.6511097 19.89930916 19.44532776 1.0 -19.91036415 20.01147461 19.32464218 1.0 -19.00159645 18.91751289 18.04276848 1.0 -19.79539871 19.94579887 19.6312561 1.0 -19.96582603 19.98314285 19.68793869 1.0 -19.69708633 19.63136673 18.70479393 1.0 -18.83854294 19.3579483 19.17341232 1.0 -19.3915062 19.83769608 19.36573792 1.0 -19.45610809 19.68266296 19.42086792 1.0 -18.06258202 18.61078262 18.49923515 1.0 -18.66762352 18.82124519 17.79056168 1.0 -19.7355938 19.40266418 18.56465721 1.0 -18.74110222 18.55103874 16.61387062 1.0 -19.55034447 19.1628418 18.76192665 1.0 -19.05546188 19.23330498 18.25755119 1.0 -19.89129257 19.7895813 19.52560043 1.0 -19.25377655 19.57092857 19.55353546 1.0 -19.7300396 20.01231766 19.04969597 1.0 -19.81069946 19.92925644 19.618433 1.0 -19.69435692 19.12909317 18.07569122 1.0 -19.65222549 20.94768143 20.86678886 1.0 -19.63573456 19.58838272 19.28428078 1.0 -19.63105392 19.26659012 17.73806 1.0 -19.98193359 19.99705124 19.5306263 1.0 -19.11361885 19.13041687 18.63864326 1.0 -19.7908783 19.71333694 20.24540901 1.0 -19.55681419 19.49552536 18.48001289 1.0 -19.8293972 19.88492966 19.47173119 1.0 -19.38639832 18.92479324 19.09199715 1.0 -19.6814003 19.55489922 18.5229435 1.0 -19.38249588 20.37867165 20.6935997 1.0 -19.50094986 19.58284569 18.11205292 1.0 -19.94750786 19.80593491 18.70060158 1.0 -19.80689621 19.62864685 18.38059044 1.0 -19.21882248 19.26132011 17.92010117 1.0 -19.64408112 20.19208717 19.83906937 1.0 -19.7724514 19.25593948 18.44581985 1.0 -19.39903831 19.24623108 17.52978516 1.0 -19.79178619 20.07707977 18.90970421 1.0 -19.98322105 20.06626129 19.70893478 1.0 -19.14113617 19.70036316 19.01812363 1.0 -19.55169868 19.937397 19.52467918 1.0 -19.93340683 20.29640388 20.44533539 1.0 -19.64716339 19.60847664 18.9661808 1.0 -19.86284447 20.29066086 19.43453789 1.0 -18.73698235 18.75510216 17.824646 1.0 -19.51144218 19.30335426 18.07770538 1.0 -19.40481186 19.40060616 18.84420395 1.0 -19.99642944 20.13612747 19.45582581 1.0 -19.91943169 20.1367588 19.72592545 1.0 -19.9346714 19.69101906 18.90218544 1.0 -19.52864838 19.67100334 18.88375664 1.0 -19.91430473 20.12824631 19.20780945 1.0 -19.91890526 20.0518074 19.8164959 1.0 -19.21747017 19.39985085 18.39344597 1.0 -19.33031273 18.76995087 18.22112846 1.0 -19.72156715 19.53672791 19.22005272 1.0 -19.92316818 20.17656898 19.31708527 1.0 -18.31090736 17.64548683 19.80579185 1.0 -19.82297707 20.6519165 18.37285233 1.0 -18.95597076 18.93794632 18.04479408 1.0 -19.60028839 19.37203407 18.41110802 1.0 -19.89730453 20.14440346 19.58458519 1.0 -19.9344883 19.89747429 19.76440811 1.0 -19.7028656 20.72084236 20.1139946 1.0 -19.86134911 19.86002159 19.28983116 1.0 -19.99161148 20.3067112 20.07163239 1.0 -19.72782135 19.52599144 18.97370911 1.0 -19.62870407 19.51637459 18.33269119 1.0 -19.37340927 19.43877792 18.29542732 1.0 -19.18527794 19.0757103 18.12306786 1.0 -19.98388481 19.95806694 18.35910225 1.0 -19.96059418 20.09381676 19.34182739 1.0 -17.90333748 17.37909317 17.26221275 1.0 -19.61628914 18.26895905 22.41980743 1.0 -19.76539993 19.99099541 19.91477013 1.0 -19.91758537 19.65681458 18.76093864 1.0 -19.63332939 19.62565422 19.24840355 1.0 -19.69327164 19.76487541 19.43935013 1.0 -19.80263901 20.04003906 19.58667183 1.0 -19.42049217 19.61552811 18.19744873 1.0 -19.97892761 21.64453316 19.8865242 1.0 -19.58406639 19.13497353 18.86995506 1.0 -19.92601776 20.69753647 18.91561317 1.0 -19.92575264 19.84500313 18.27904892 1.0 -19.94134521 19.83130646 18.33508682 1.0 -19.78731346 19.92629623 19.57473564 1.0 -19.36338234 19.26302528 18.37435341 1.0 -18.9856987 19.26628304 18.82738876 1.0 -19.11419106 19.15211678 18.63398361 1.0 -19.99213219 19.52309227 18.60262299 1.0 -19.94195747 19.12055969 17.70443726 1.0 -19.8777504 20.30541801 19.44678116 1.0 -19.9806366 19.66361427 18.41955757 1.0 -19.46756935 18.43728638 17.89886093 1.0 -19.56385803 19.43992615 18.18782616 1.0 -17.99788857 17.9323616 17.16672325 1.0 -19.17276955 19.15729904 18.52242661 1.0 -19.18318176 19.53463936 19.69602203 1.0 -19.99327469 19.77323151 20.22383308 1.0 -19.43872833 19.21147728 18.3829174 1.0 -19.94895935 20.05809784 19.60502243 1.0 -19.49014854 21.16065407 20.18354034 1.0 -19.93836212 21.66020775 20.61149025 1.0 -19.57387352 18.99989319 19.3987484 1.0 -19.82749557 19.80505562 19.62076187 1.0 -19.93621445 20.92304993 19.18824577 1.0 -19.83973312 19.91627693 19.44665718 1.0 -19.7141552 19.92201424 19.3351078 1.0 -19.52661705 19.65579414 19.2081604 1.0 -18.99972725 19.46815109 19.27654457 1.0 -19.9568882 18.36237717 18.57543564 1.0 -19.87867165 19.9523201 18.60493088 1.0 -19.42609596 19.41711426 18.97748375 1.0 -17.72726059 16.91171074 17.08740997 1.0 -18.6266098 18.78150368 18.59873772 1.0 -19.94627571 19.74332237 20.78749847 1.0 -19.87890434 20.03653145 19.37793541 1.0 -19.38240433 19.19961166 18.10031891 1.0 -19.82731056 19.67450714 18.46768188 1.0 -19.40786934 19.01873779 19.05179405 1.0 -18.74159431 18.80221176 18.29516411 1.0 -19.68976021 19.79092598 19.20771027 1.0 -19.99484634 19.86002731 18.73194313 1.0 -19.92844391 21.63226128 20.15533829 1.0 -19.97721291 20.49999619 20.12020683 1.0 -17.8552742 17.5072422 17.33937645 1.0 -18.44718552 18.2458725 18.15240479 1.0 -19.99901199 19.95153999 19.40690422 1.0 -19.75559998 19.55480003 18.56195068 1.0 -19.61546516 19.74702644 19.44706345 1.0 -19.93348503 19.97360611 19.96931076 1.0 -19.65654755 19.65559578 18.70915985 1.0 -19.81310463 19.87782669 19.36116791 1.0 -18.88034248 18.57504082 17.65630341 1.0 -19.83494377 19.78297615 18.84318542 1.0 -18.4078846 18.55319977 18.80805206 1.0 -19.85679245 19.91871071 18.80347252 1.0 -19.94260406 19.85801697 19.04591942 1.0 -19.55815125 19.36657524 18.21396446 1.0 -19.81983757 19.82753372 19.63395119 1.0 -19.47873688 19.29143715 17.87386894 1.0 -19.75422478 20.21530342 19.63630295 1.0 -19.59118462 19.7497406 19.52876663 1.0 -19.75351143 19.87949371 18.63717461 1.0 -19.56900597 19.48398018 18.91571045 1.0 -18.54152489 18.44005966 18.09421158 1.0 -19.64546013 20.11867714 19.51743507 1.0 -18.51827049 18.73256683 17.95806885 1.0 -19.48477936 20.11193275 19.07991219 1.0 -19.42430115 19.85701561 18.81851959 1.0 -19.2105217 19.23608398 18.88703728 1.0 -19.7791748 19.75868034 19.35817528 1.0 -19.78838539 19.73460007 19.45246124 1.0 -19.42980003 19.58589745 17.91462517 1.0 -19.11013985 19.23296738 18.61494827 1.0 -19.22168732 18.59384346 17.86133575 1.0 -19.2734375 17.91052055 19.7045784 1.0 -18.44490242 20.14995766 18.64015007 1.0 -18.65242004 20.17478943 19.39347267 1.0 -19.86590958 20.1961937 19.60350227 1.0 -18.55411911 18.57682228 17.83237457 1.0 -19.44461823 19.19627762 17.89155006 1.0 -19.81783295 20.03376389 18.6602726 1.0 -19.98189545 20.04905891 19.30865288 1.0 -19.91848373 19.95102882 19.54187965 1.0 -19.71925735 19.50886917 18.6853199 1.0 -19.54026413 19.29956055 18.56275749 1.0 -18.73744011 18.63974953 18.09853172 1.0 -19.5846138 19.82374001 19.32928848 1.0 -19.98214722 19.92627144 18.95188141 1.0 -18.88770103 18.81234169 18.35525131 1.0 -19.93144035 19.83766747 19.45537567 1.0 -19.6680851 19.34587479 17.79513168 1.0 -19.08211517 18.01241112 22.97180367 1.0 -19.0307312 17.39723969 20.03589058 1.0 -19.78870392 19.90646553 20.28637314 1.0 -19.56313515 19.56500053 18.82510376 1.0 -19.51025009 19.65921783 18.32459068 1.0 -18.45248032 18.59381866 17.93994522 1.0 -19.38150787 19.66055679 19.19404602 1.0 -19.75274467 19.75771713 19.1824379 1.0 -19.62468719 19.89706612 18.16163826 1.0 -19.78547096 19.15963745 18.18626022 1.0 -18.40523529 18.1187973 17.35223389 1.0 -18.80277061 19.10987282 18.27824211 1.0 -19.54533005 19.66710854 19.09889793 1.0 -19.8676281 19.77704239 19.40307045 1.0 -19.04046059 19.22561264 18.46110153 1.0 -19.22285652 19.76461983 20.06745529 1.0 -19.66319084 19.32965469 18.94091988 1.0 -19.93837166 20.30451775 19.06260109 1.0 -19.80755424 19.98471069 19.69246101 1.0 -19.64582253 19.90266037 19.32694435 1.0 -19.66073418 19.28562355 19.49283028 1.0 -19.91635513 20.10632133 19.90711212 1.0 -18.99987411 18.95002365 18.49010086 1.0 -19.85362053 19.79864311 18.77681351 1.0 -19.64327049 20.07529259 19.10478401 1.0 -19.0534668 19.14183235 18.68945694 1.0 -19.4731617 19.18928337 18.4967289 1.0 -19.89338303 19.94658279 19.70803452 1.0 -19.94749641 19.81950378 19.01221085 1.0 -19.92294693 20.20002174 19.77073479 1.0 -19.7169323 19.32284546 19.04025078 1.0 -19.32639503 18.90761757 17.64678192 1.0 -19.9332695 19.24355507 18.55707359 1.0 -19.94276237 19.8577137 18.80856323 1.0 -17.77532196 17.62033272 18.41770935 1.0 -19.99829102 19.89192963 18.38636208 1.0 -19.93977928 19.53612328 18.01498032 1.0 -19.79067802 20.13241386 19.71282387 1.0 -19.27815628 19.23691177 18.67582321 1.0 -18.81322861 18.87155724 18.39705849 1.0 -18.82758713 18.64575958 18.58945465 1.0 -19.69564247 19.84252357 19.64924622 1.0 -19.51978493 19.32141876 18.28837395 1.0 -19.76898003 19.71676826 19.30289268 1.0 -18.97250748 18.78265762 19.34505272 1.0 -19.46753883 19.0141201 18.22660255 1.0 -19.89450836 19.82575417 19.26198196 1.0 -19.64493752 21.31728554 20.61503983 1.0 -19.88906097 19.97003174 18.72922325 1.0 -19.90157127 19.73861694 18.13586426 1.0 -19.39814186 19.64683533 19.1091423 1.0 -19.63449478 19.31572342 17.90505791 1.0 -19.86478424 19.95013618 19.58185768 1.0 -19.81202507 19.92533684 19.74586868 1.0 -19.84335136 19.17728043 18.39603233 1.0 -18.77052116 17.00233269 17.75442886 1.0 -19.34578323 19.26446152 17.69939041 1.0 -19.37701797 19.56993866 19.25732422 1.0 -19.94491577 19.99949837 19.70079994 1.0 -19.91888618 19.77266884 18.91106796 1.0 -18.95034599 18.76541138 18.18453789 1.0 -19.68832016 19.80602837 22.24790192 1.0 -19.4139061 19.54953766 19.05397606 1.0 -19.90979385 19.89094543 18.55508041 1.0 -18.75349617 18.7329731 18.09737206 1.0 -18.88701057 18.99904823 18.13472748 1.0 -19.94584465 20.04345894 19.52466965 1.0 -19.47199821 19.56667519 19.09192657 1.0 -19.17609787 18.83938789 21.21589279 1.0 -19.6464386 20.62439537 21.5531292 1.0 -19.27391434 19.38537216 18.74227333 1.0 -19.95535469 19.48988533 18.33149338 1.0 -19.96234894 20.02746964 20.2547226 1.0 -19.73579788 20.04211807 19.1258564 1.0 -19.86725235 20.01621056 18.81211853 1.0 -17.28843307 17.53348541 18.18658829 1.0 -19.79344559 20.6670208 20.80841255 1.0 -18.64153862 19.19089317 17.74451637 1.0 -19.1309433 18.7631073 18.51763916 1.0 -19.64034081 19.51245499 18.22050858 1.0 -18.76021194 19.95950127 21.1788826 1.0 -19.87330627 19.75688553 19.38272476 1.0 -19.27497673 21.22790527 20.48048401 1.0 -19.44127464 19.42495918 18.2207756 1.0 -19.92354393 21.62639427 21.69705009 1.0 -19.97883606 19.69860649 18.16359138 1.0 -19.96334267 19.84228706 19.08561897 1.0 -19.88842583 19.99795151 18.64378929 1.0 -19.93140984 19.564394 18.57987213 1.0 -19.88588333 20.12007141 19.70041084 1.0 -19.7450943 21.54413795 21.00008392 1.0 -19.04269791 18.82660294 17.55128479 1.0 -18.89399338 19.98509979 19.43289185 1.0 -18.94862366 17.46330261 19.98417854 1.0 -19.99987984 20.25593376 19.72212791 1.0 -18.25610733 18.08355331 17.93855095 1.0 -19.80405617 19.99522781 19.67970085 1.0 -19.84833527 18.9615612 17.78848839 1.0 -19.9869175 19.96458244 18.53380394 1.0 -19.37839699 19.45271683 18.2725029 1.0 -19.82627869 19.46822929 18.52418137 1.0 -19.97515106 20.23799133 19.77178192 1.0 -19.56752014 18.62321472 17.23431396 1.0 -19.93893242 20.58959198 22.15208244 1.0 -17.56668472 15.922630309999999 17.22625732 1.0 -19.83115196 20.08255768 19.50072289 1.0 -19.4924202 19.66322517 19.15036964 1.0 -19.94288635 19.88573456 19.60959435 1.0 -19.6512394 19.63168716 19.14368439 1.0 -19.73273659 19.72794914 18.82430458 1.0 -19.64940834 19.60803032 19.31116486 1.0 -19.19393158 17.6967659 17.49229622 1.0 -19.35458946 20.69838715 19.48602486 1.0 -19.85943222 20.09105301 18.83425903 1.0 -18.96237564 18.90188789 18.21878433 1.0 -16.7571125 16.40961838 16.50797462 1.0 -19.91751289 19.82022476 18.66728783 1.0 -19.18813324 19.25253677 18.7367363 1.0 -19.58037376 19.79188728 20.78885269 1.0 -19.85052681 19.96189499 18.61260033 1.0 -19.7508812 19.06487846 21.44509697 1.0 -19.46221924 19.47203827 18.59483337 1.0 -18.96167183 18.7786293 18.2526722 1.0 -19.72910309 20.13490486 19.41042709 1.0 -18.81845474 18.68048859 19.3945446 1.0 -19.68368912 19.24214363 18.29172134 1.0 -19.5743084 21.1922493 21.09365654 1.0 -18.50183868 18.82801819 21.62884903 1.0 -18.66489601 18.74281502 20.15032005 1.0 -19.87210464 21.46427917 21.65533447 1.0 -18.22280312 18.83213806 18.90057182 1.0 -19.60343742 19.70842934 18.62423134 1.0 -19.54497147 19.54993057 18.75631523 1.0 -19.14489937 19.98289299 22.17492294 1.0 -19.55578041 19.47483253 18.20408249 1.0 -19.56832314 19.72607422 18.38680458 1.0 -19.06331444 18.89610863 18.73057365 1.0 -19.48209572 19.20856094 17.62875557 1.0 -18.38471222 17.5788002 19.89323044 1.0 -19.38417244 20.30957413 19.10003853 1.0 -19.45303917 20.48816872 21.39191437 1.0 -19.25774765 20.33169556 19.63270378 1.0 -19.97726631 19.96318245 19.63879395 1.0 -19.57655716 19.68672371 18.54263115 1.0 -19.76883316 19.71867943 18.53602409 1.0 -19.0875206 18.8912735 18.47359848 1.0 -19.9925251 19.64235115 18.54193306 1.0 -19.11554909 19.27158546 19.08022499 1.0 -19.76377106 19.95895958 19.4572525 1.0 -19.92907906 19.87519455 18.89138031 1.0 -19.98506355 20.04154778 19.63870811 1.0 -19.75909424 19.47636604 18.18549919 1.0 -19.76273727 19.67162895 18.8880806 1.0 -19.78466034 20.16174316 19.20433998 1.0 -19.73945618 19.4995842 18.55914688 1.0 -19.97718048 20.42144585 20.12018394 1.0 -19.82728958 19.38648605 19.0456562 1.0 -19.99993324 20.14946747 19.89882088 1.0 -19.98225594 19.31732941 19.35186005 1.0 -19.71528435 19.02470589 18.68984795 1.0 -19.92461967 19.8801136 18.7145195 1.0 -19.85648346 19.8132782 19.42939377 1.0 -19.94438553 19.68268204 17.81443977 1.0 -19.85352516 18.74444199 21.36068153 1.0 -18.97459221 18.98105812 19.47591019 1.0 -19.89727783 20.11242485 19.66763687 1.0 -19.22289276 19.11600113 18.92181396 1.0 -19.65483284 19.72284698 19.27496338 1.0 -19.92044258 19.92284775 19.28349304 1.0 -19.50996208 20.09713364 19.74810982 1.0 -19.07536888 19.14236069 18.63943863 1.0 -19.76642799 19.98560143 19.70881844 1.0 -19.73082733 19.52281189 17.86394501 1.0 -19.8817234 19.89756775 19.52316093 1.0 -18.4616375 18.40777206 17.98874855 1.0 -18.42512131 19.01955414 18.07525444 1.0 -19.82397652 18.99363327 22.16176414 1.0 -18.86459541 18.55729103 17.49228668 1.0 -19.85476875 19.53414536 18.80236435 1.0 -19.87434769 19.96140862 19.65216637 1.0 -19.93629837 19.46212578 18.26095963 1.0 -18.42552567 18.71935844 18.2147007 1.0 -19.22669029 19.36147118 18.47731972 1.0 -19.32890129 19.24102974 17.89325142 1.0 -19.75716972 19.12086105 17.9771347 1.0 -18.84266663 19.27672386 21.90331078 1.0 -19.26250267 19.14982796 17.85407639 1.0 -19.93616295 19.7251873 18.76342201 1.0 -19.75689697 19.87485695 19.34489632 1.0 -19.43381882 19.01189041 16.80789757 1.0 -19.41235924 19.42840767 18.27490997 1.0 -18.44633102 18.60438156 17.94806099 1.0 -19.86857796 20.13200951 19.25097466 1.0 -19.1829586 19.20827866 18.69552803 1.0 -19.76773834 20.268013 19.46911621 1.0 -19.95746994 19.8601017 19.41497803 1.0 -19.60909081 19.27364922 19.33096695 1.0 -19.83619308 20.94903564 21.99428177 1.0 -19.52206802 19.72815704 19.39697838 1.0 -19.8363018 20.76346016 20.66129112 1.0 -19.43106461 19.63599968 18.38540268 1.0 -19.97595215 21.01961136 20.50489807 1.0 -19.07392693 19.45748711 18.53948212 1.0 -19.97448921 18.6711731 23.82268333 1.0 -19.92891502 19.59703445 18.43821335 1.0 -19.48089981 19.38651848 18.68651581 1.0 -19.89122391 20.340868 20.4151268 1.0 -19.96518707 19.9841156 19.48062706 1.0 -17.72730446 18.82617378 19.92396736 1.0 -19.53985977 19.3800106 18.5694313 1.0 -19.9556179 19.94571304 19.76848221 1.0 -19.25566864 19.52220345 19.24962997 1.0 -19.58201027 20.6277523 21.37046051 1.0 -19.00584412 19.04921532 17.87324715 1.0 -19.92100143 19.43539047 19.65359879 1.0 -19.91226006 19.42693329 19.0545311 1.0 -19.05818558 18.93406868 18.34997749 1.0 -18.83139801 18.85782242 18.25642586 1.0 -19.99864197 19.87706757 18.8131237 1.0 -19.83675385 19.91930962 19.36989021 1.0 -19.05296326 19.19061279 17.91522026 1.0 -19.98897362 20.10408401 19.8310833 1.0 -19.61772728 21.03713417 20.18568802 1.0 -19.32961845 19.22808075 18.67780876 1.0 -19.45370293 20.37166023 18.33629799 1.0 -19.94524956 20.08664322 19.12476349 1.0 -19.96362305 20.13001251 19.24397087 1.0 -18.55537415 18.62056923 18.29169273 1.0 -19.88165474 21.11104774 20.66153526 1.0 -19.01083755 18.92076874 16.0301075 1.0 -19.75499916 19.75962448 18.8833847 1.0 -18.87564659 18.54631424 18.82050896 1.0 -19.42195892 19.77300644 19.14029694 1.0 -19.58761787 19.5764122 18.85131264 1.0 -19.44843674 19.93215561 19.31947899 1.0 -19.91443825 19.67735291 18.81065941 1.0 -19.94371033 20.86545944 21.60863304 1.0 -18.76394272 18.66324615 18.027668 1.0 -19.87557411 19.54724312 18.72423744 1.0 -19.79315567 19.78506851 19.36940956 1.0 -19.9486084 19.21017647 21.47493553 1.0 -19.46212578 19.55543518 18.90677261 1.0 -19.633358 20.43722343 19.62823677 1.0 -19.46711349 19.6741333 19.28634644 1.0 -19.61133003 19.53954124 18.55847931 1.0 -19.76069069 19.69782257 18.79221725 1.0 -19.77021408 20.50777054 19.46123314 1.0 -19.96648788 20.10709381 19.78841972 1.0 -18.74226761 19.2107563 19.27630234 1.0 -19.37495232 19.44185829 19.17480469 1.0 -19.97216034 20.18714714 20.00086212 1.0 -19.1870842 20.52032661 21.27592468 1.0 -19.98620796 20.02677536 19.83630943 1.0 -19.97220993 20.12294579 19.55561638 1.0 -18.85495949 18.75307274 18.15391159 1.0 -19.5679245 19.55719566 19.16172028 1.0 -19.87018013 19.92510986 18.8700161 1.0 -19.13736725 19.08315086 18.95198631 1.0 -19.96598244 20.01243019 19.52459335 1.0 -19.92156029 19.9926033 20.39309502 1.0 -19.5208168 19.33062363 19.01649475 1.0 -19.90699959 19.64527321 18.57840347 1.0 -19.89798927 19.78882217 18.593153 1.0 -19.56184196 19.52235794 18.42135811 1.0 -19.62708282 19.66566086 19.27414894 1.0 -19.91434288 19.91794586 18.11356544 1.0 -19.65028191 19.71555519 19.11851501 1.0 -19.79362297 19.87279892 19.60399246 1.0 -17.81745338 19.71375275 18.69919014 1.0 -19.82847023 19.95655251 18.98395348 1.0 -19.67531967 19.57560539 18.44011307 1.0 -19.70428085 19.75180626 19.11930466 1.0 -19.80913353 20.14730072 19.74241829 1.0 -19.83511162 20.24249458 18.77443123 1.0 -19.94744682 19.95763397 19.64525032 1.0 -19.84612465 19.82258797 19.0459671 1.0 -19.76201248 19.68789864 19.39055824 1.0 -19.81454659 19.65164375 18.56376266 1.0 -19.56111908 19.69735527 19.82298279 1.0 -19.95773697 19.90921593 18.84725761 1.0 -19.88627625 20.21687126 19.15643501 1.0 -18.984869 19.01668549 18.22245026 1.0 -19.88211823 19.8999958 19.47863197 1.0 -19.35853767 19.48743629 18.0484848 1.0 -19.81076813 20.40212631 19.9832859 1.0 -19.76368523 19.84156418 18.86129761 1.0 -19.96929359 20.25413895 20.04785156 1.0 -19.73931694 20.19298935 19.66507149 1.0 -19.51948929 19.31416512 18.72480774 1.0 -19.94515228 20.03008652 19.31125832 1.0 -19.67446899 21.15872002 20.7553978 1.0 -19.14976692 20.0398922 20.87916374 1.0 -19.98633194 20.11752701 19.06319046 1.0 -19.96092033 20.13889122 18.88169289 1.0 -19.73027039 19.97733498 19.43911552 1.0 -19.25913811 19.37610054 18.95008659 1.0 -19.99435616 20.00833321 19.45067978 1.0 -19.72479439 19.75674438 18.38067245 1.0 -19.88598824 20.05904961 19.13500214 1.0 -19.98992538 20.53450966 21.65568924 1.0 -19.02209473 19.09588432 18.03192139 1.0 -19.80454636 21.3342247 19.44709587 1.0 -19.29778481 19.41539001 19.0075798 1.0 -18.65028954 19.69237328 21.15997505 1.0 -19.87330055 19.76926041 19.41727829 1.0 -19.37298584 19.6704483 19.15136528 1.0 -19.17930603 19.04020309 18.01362991 1.0 -18.34329796 18.60480499 18.32058907 1.0 -19.64422798 19.58889389 19.13731194 1.0 -19.33922195 19.59143066 18.84190559 1.0 -19.68060493 19.53566551 18.41326714 1.0 -19.95170403 19.94775581 19.7757206 1.0 -19.74844933 19.89677429 19.45140457 1.0 -19.81485367 20.18162918 20.30291557 1.0 -19.68534279 19.6173439 18.2914772 1.0 -19.9942112 20.07002449 19.62281799 1.0 -19.50054359 19.29077339 18.02979851 1.0 -19.62343979 19.6806221 18.51755142 1.0 -19.32546234 19.33312798 18.42245865 1.0 -19.74644661 19.85056114 18.97099495 1.0 -19.93066978 19.14578247 17.62789726 1.0 -19.60047531 19.51384926 18.30294609 1.0 -18.15850639 18.91109467 18.21750641 1.0 -19.79858017 19.70193672 22.97589302 1.0 -19.43930435 19.73494911 18.53188515 1.0 -19.62952805 19.81927872 19.8227005 1.0 -19.79412651 19.50178146 19.65854454 1.0 -19.26383018 19.04125595 17.6407032 1.0 -18.99231529 19.17886925 18.46974945 1.0 -18.36408234 18.5634613 18.60006714 1.0 -19.8856144 19.291008 18.29173088 1.0 -19.98230553 18.78304482 24.77222824 1.0 -19.12294197 19.32860565 18.93266296 1.0 -19.97748184 19.79323196 19.09030342 1.0 -19.60014153 19.20841789 18.06955147 1.0 -19.82576942 19.6744175 18.56010437 1.0 -19.84002686 19.91052628 19.56017113 1.0 -19.39042854 19.78118134 18.42049026 1.0 -19.85126877 20.06998825 18.97063255 1.0 -19.98210144 20.18924904 19.76926613 1.0 -19.99833679 19.98083687 18.62284851 1.0 -19.02570343 18.79727173 18.14925385 1.0 -19.34308624 19.11645126 19.18186378 1.0 -18.34627342 18.27856827 18.83157158 1.0 -19.55161285 19.95669556 19.91129303 1.0 -18.58260345 18.80322456 17.76573944 1.0 -19.87158966 19.44563293 18.46844482 1.0 -19.79527473 18.76691055 17.14291763 1.0 -19.35397911 19.53959656 19.16570473 1.0 -19.68152046 18.92057228 18.44716263 1.0 -19.4735775 19.42993164 18.68203735 1.0 -19.53656006 20.02652359 18.78672218 1.0 -18.77374649 18.65731812 18.00352859 1.0 -16.54567719 17.58053207 17.05764008 1.0 -18.81402969 18.77349854 18.17108345 1.0 -19.97345924 21.41499901 21.85004807 1.0 -19.77868271 19.78524399 18.55502892 1.0 -19.94931984 19.63389206 18.13051224 1.0 -18.99111557 18.80226135 17.81022072 1.0 -19.4375 19.07278633 17.68643761 1.0 -19.89611626 18.73116493 18.00749779 1.0 -19.74667358 19.84749031 19.51842308 1.0 -19.79662132 19.89577675 18.9116745 1.0 -19.97072601 19.87989426 18.62233543 1.0 -19.84123611 19.13012886 18.54291725 1.0 -19.99586105 20.25198555 19.34270668 1.0 -19.87847137 20.0670681 18.86891747 1.0 -19.9954052 20.00323105 19.27631378 1.0 -18.7290535 18.89630318 18.22156715 1.0 -19.49200058 19.29987526 19.38379097 1.0 -19.00740814 19.19425392 17.73006821 1.0 -19.32080078 19.32692909 18.19401932 1.0 -19.68374825 19.97601128 19.22955322 1.0 -19.89416313 19.88965034 19.50195312 1.0 -19.32097054 19.70010185 19.10423279 1.0 -19.92378235 20.1255703 19.26647568 1.0 -19.88013268 19.85235786 19.47275925 1.0 -19.76445007 19.86439705 18.48474693 1.0 -19.86535835 19.87949181 19.07554626 1.0 -19.58607864 20.32714081 19.76232529 1.0 -18.67939186 19.72916222 18.67787933 1.0 -19.87427711 20.17639923 19.3360157 1.0 -19.91171455 19.59074593 18.4960041 1.0 -19.83584404 20.16179085 19.26836014 1.0 -19.80853081 19.72185707 19.24625969 1.0 -19.67967415 19.98254204 19.6955719 1.0 -19.9978466 20.07885551 19.35963058 1.0 -19.42481995 19.33340454 18.0427475 1.0 -19.87136841 19.59005737 18.56274605 1.0 -19.46285057 19.68653679 17.56144714 1.0 -19.78983879 20.05465317 18.33919525 1.0 -19.73083305 19.61141968 20.04574585 1.0 -19.58983421 20.02623749 18.99606514 1.0 -18.847332 19.21915817 18.62007523 1.0 -19.73091507 20.1705265 19.51922607 1.0 -19.76478577 19.79496956 18.59394646 1.0 -19.94412804 19.7714119 18.31930923 1.0 -19.16850281 19.32439232 18.94950294 1.0 -19.88405037 19.78928185 18.2719841 1.0 -18.37178802 19.13138199 18.00558472 1.0 -19.32489586 19.1548748 17.62833023 1.0 -19.99186897 19.89823723 18.49302483 1.0 -19.90873909 20.29919243 19.91206551 1.0 -19.7199192 19.48612404 18.64091492 1.0 -19.08093262 19.12149811 18.39792633 1.0 -18.81222534 18.92214584 18.31056404 1.0 -19.25891113 19.75234413 20.77535248 1.0 -19.46419716 19.51216698 19.21869278 1.0 -19.72160912 20.10679626 19.66495705 1.0 -19.55835342 20.34942818 20.27650642 1.0 -19.60028267 19.86157799 18.3162384 1.0 -19.57128334 19.47688103 19.14492798 1.0 -19.99452209 19.85679436 18.95731163 1.0 -19.98990822 19.9927845 19.47868538 1.0 -19.95577049 19.83469963 18.17624664 1.0 -19.34420967 19.51221275 19.02180099 1.0 -19.94629288 19.8403759 19.36705971 1.0 -19.27051926 20.29973984 22.36190414 1.0 -19.56878853 19.70001793 19.48820114 1.0 -17.95207214 18.97220421 17.71656036 1.0 -19.79647636 20.72469139 20.15157509 1.0 -19.86896706 19.80241585 18.53421783 1.0 -19.91094398 20.60516167 19.9283886 1.0 -18.60412598 18.1211338 18.49662018 1.0 -19.94752693 20.01868248 19.62067223 1.0 -19.9889183 19.2786274 17.64077568 1.0 -19.86479378 19.98251152 19.52006912 1.0 -19.85107994 19.6328125 18.39294052 1.0 -19.83003616 19.82921982 19.29968262 1.0 -19.94850731 20.03102112 18.54123688 1.0 -19.45408058 19.27559853 18.79703522 1.0 -18.18421745 17.82124329 17.47642517 1.0 -19.45651627 19.60475731 20.99062347 1.0 -19.89014626 21.15000343 20.51678848 1.0 -18.73050117 18.73533821 18.57145309 1.0 -19.47146797 19.20825005 17.79493141 1.0 -18.43206787 20.06217957 19.74591255 1.0 -19.01883698 18.95697403 18.22523499 1.0 -19.69075203 19.82209587 19.41800499 1.0 -19.90835381 19.39731026 17.99365234 1.0 -19.86424065 19.67560768 18.98843193 1.0 -19.46648407 19.78911209 18.75897789 1.0 -19.08049393 19.23610306 18.26098251 1.0 -19.31370544 20.40938568 20.55699158 1.0 -19.79560089 19.47034836 19.30094719 1.0 -18.37756348 18.05169678 18.71895981 1.0 -19.39793968 19.41400146 18.30785179 1.0 -19.04079056 19.66410446 18.85536003 1.0 -19.81558609 19.92705154 19.53051949 1.0 -19.73610497 19.59911346 18.36246109 1.0 -19.95639229 20.00832367 19.69291115 1.0 -19.76783562 19.87957382 19.6714325 1.0 -19.79503441 19.90100098 19.54671478 1.0 -19.51012802 19.57663727 19.06093788 1.0 -19.84344101 20.07786942 18.85217094 1.0 -19.32663155 19.16856575 17.791605 1.0 -19.07929039 19.38079262 18.94081116 1.0 -18.53532791 18.57449913 17.87022018 1.0 -19.72644234 20.03899765 19.65373421 1.0 -19.4655838 19.65845108 19.27475357 1.0 -19.56033134 19.51590919 18.16321182 1.0 -19.84031487 19.88587379 19.67082596 1.0 -19.55485916 21.21741867 21.30317688 1.0 -19.80540848 19.71897697 18.07790184 1.0 -19.68004417 20.45847511 18.56388855 1.0 -19.6411953 18.9248333 21.72252655 1.0 -19.48693085 18.87691498 24.62481499 1.0 -19.97574806 20.71048927 19.47882652 1.0 -19.99082947 19.92504883 19.74650383 1.0 -19.58146858 19.52587509 18.97439384 1.0 -19.32575035 19.50504494 18.75992966 1.0 -19.48759842 18.91749573 17.49969292 1.0 -19.45811462 18.99900818 18.26462746 1.0 -19.52165985 19.57036972 18.95028877 1.0 -19.52091217 19.25893211 18.3313942 1.0 -19.60530853 19.59694481 18.29229736 1.0 -19.89109612 19.04630089 17.98294449 1.0 -19.98555756 19.84155464 18.75483894 1.0 -19.86812019 19.88901329 19.3847599 1.0 -19.07455254 19.24411583 18.16005707 1.0 -18.72821617 18.88057709 18.560812 1.0 -19.53914261 19.42788315 18.90473366 1.0 -19.87631035 19.14596558 19.11322975 1.0 -19.83343315 18.9014473 18.72864342 1.0 -19.53900528 19.4451561 19.12703133 1.0 -19.47608757 19.80905533 22.58394051 1.0 -19.61445618 19.50307083 19.08520126 1.0 -18.7395649 18.61543274 18.11465073 1.0 -19.59588242 19.68371391 19.23337555 1.0 -19.90345573 19.96208572 18.99252892 1.0 -19.19850922 20.00035095 19.24197769 1.0 -19.50769615 19.17588234 20.18870926 1.0 -19.77818108 20.00506401 19.6170311 1.0 -19.19014931 19.25039673 18.66908073 1.0 -19.10137558 19.99362183 19.95498085 1.0 -18.55712318 18.74030113 18.335783 1.0 -19.86402893 20.0337944 20.46709633 1.0 -19.93615913 19.55400085 18.17146301 1.0 -19.6653614 19.38825798 19.66300583 1.0 -19.74410057 19.79354668 18.68931389 1.0 -19.45667458 19.59655571 19.06410599 1.0 -19.73400879 19.80421829 18.37553787 1.0 -19.23502731 19.23247528 18.39413834 1.0 -19.89734459 19.54927635 18.20833969 1.0 -19.81490135 19.47973442 18.18313217 1.0 -19.61545372 19.53777695 19.87997437 1.0 -19.96042442 19.53016663 19.32856941 1.0 -19.87693596 20.30430984 19.49957085 1.0 -19.98880196 19.93734932 19.62341309 1.0 -18.66347504 19.19223404 20.06932831 1.0 -19.76847649 19.37836266 19.64580917 1.0 -19.7693615 19.85990524 19.50448608 1.0 -19.37783432 19.48161507 19.9815979 1.0 -19.91666794 19.51843643 18.68042564 1.0 -19.98988152 19.79339218 18.41338158 1.0 -19.04474449 19.03996277 18.32211304 1.0 -19.47146988 18.62040329 25.5778141 1.0 -19.68397141 19.42479324 18.45206451 1.0 -16.88877106 16.59214211 16.25317955 1.0 -18.02596855 17.5593605 17.43758965 1.0 -19.55752373 19.4498024 18.59214401 1.0 -19.69472694 20.13312721 19.68833542 1.0 -19.9497509 19.82331085 19.24476814 1.0 -19.587183 19.41297531 18.14497375 1.0 -19.62906075 19.62039948 19.77275658 1.0 -19.95791245 20.02928543 19.52196503 1.0 -19.99394989 20.03424835 19.00024986 1.0 -19.5191021 19.11536789 18.40962219 1.0 -19.75007248 20.20304298 19.11404228 1.0 -19.8860302 19.9291172 18.60361671 1.0 -19.94333458 20.00849152 19.70956802 1.0 -18.7426033 18.89142799 18.29221153 1.0 -19.9301815 21.02897072 20.42058372 1.0 -19.86062241 20.11142921 19.0616703 1.0 -18.34031868 18.80553436 18.34305954 1.0 -19.99352264 19.46466064 19.41435814 1.0 -19.55618477 19.33156586 18.27873802 1.0 -18.58037186 19.40514374 16.8776741 1.0 -19.8734436 19.37928009 18.64426422 1.0 -19.71338081 19.84404945 18.22612762 1.0 -19.78609848 19.76963043 18.70988083 1.0 -19.95086479 19.61044312 19.0293293 1.0 -17.43659782 18.84153938 19.56056595 1.0 -19.9814415 19.87060165 18.99201965 1.0 -19.98562622 20.16314888 19.53148079 1.0 -19.85851097 20.15658951 19.42218971 1.0 -19.96302032 20.10630035 19.54194641 1.0 -19.24292374 19.71869278 21.33294296 1.0 -19.9385376 19.78788376 18.29958725 1.0 -19.66428947 20.75176048 19.15885353 1.0 -18.73232269 19.33351517 18.34853554 1.0 -19.4121933 19.23889732 19.15842056 1.0 -19.30698013 17.56567192 16.68927193 1.0 -19.6477623 20.03578377 19.52413177 1.0 -19.99309731 20.10276031 18.95016098 1.0 -19.86991692 20.19503403 19.10812569 1.0 -19.72943497 19.75948524 19.04058647 1.0 -19.87833786 19.67415047 18.54119873 1.0 -19.78499413 19.51704788 18.1370945 1.0 -18.62309837 18.82912636 18.46806145 1.0 -18.84436035 18.06461143 17.97542191 1.0 -19.69635582 19.35554504 18.33813477 1.0 -19.91702271 19.79131126 18.92487144 1.0 -19.29590797 18.41811752 16.61998749 1.0 -19.81949806 19.94462204 19.71191216 1.0 -19.27557755 18.98933601 17.73202324 1.0 -19.6091423 19.27664185 17.92323685 1.0 -19.70345116 20.03035545 19.4157486 1.0 -19.34087563 20.25875664 19.52781868 1.0 -19.83445549 19.88900375 19.51788902 1.0 -19.70573807 19.83772469 18.25359344 1.0 -19.76861382 19.36308098 17.97141266 1.0 -19.64631653 19.33159828 17.89980507 1.0 -19.7195549 19.69076157 19.40508461 1.0 -19.5574913 20.07517242 20.05994415 1.0 -19.10481262 19.88672638 20.60056686 1.0 -19.55654526 19.46298218 18.55583763 1.0 -19.81269073 19.79584885 18.21743393 1.0 -19.50354195 19.60462952 19.30519104 1.0 -18.59090042 18.82705498 18.14823341 1.0 -19.6715641 19.64834595 19.28970909 1.0 -18.86146736 18.76623154 18.15782928 1.0 -19.22912788 18.8866272 18.11314774 1.0 -19.96020126 19.60974693 19.14785004 1.0 -18.68210602 18.61746788 17.99415207 1.0 -19.18908691 19.26135635 18.9913063 1.0 -19.89864731 21.83707428 21.66475105 1.0 -19.34293365 19.54730797 18.27462006 1.0 -19.50790215 19.74962997 21.85015297 1.0 -19.38577843 19.95451927 19.66600037 1.0 -19.47647858 19.74801445 18.66801834 1.0 -18.89716721 17.73255348 17.10939789 1.0 -19.99246979 19.97974014 19.63082695 1.0 -19.9937706 19.9891243 19.55341911 1.0 -19.9843235 19.75074387 18.47689247 1.0 -18.78084183 18.87479591 18.33061981 1.0 -19.94345284 19.86037636 19.47570419 1.0 -19.94120979 19.493536 18.33377075 1.0 -19.93798256 19.89461517 19.57107162 1.0 -19.77314568 19.75504875 18.89084625 1.0 -19.17523193 19.89589119 19.98727798 1.0 -17.81961823 18.82035255 17.57196617 1.0 -19.54866791 17.72598457 16.68793297 1.0 -19.89488602 19.94121933 19.63663864 1.0 -19.90454483 19.87427711 18.84375381 1.0 -19.91113472 20.01180649 19.40605736 1.0 -19.92395782 19.81162262 18.19386864 1.0 -19.66391754 20.34555817 19.24352646 1.0 -19.41640472 19.65131187 19.97056389 1.0 -19.94364548 19.95294571 19.46310043 1.0 -19.75854301 19.75103569 18.84029198 1.0 -18.97175598 18.88889503 18.26493835 1.0 -19.93384552 19.80414963 18.51399231 1.0 -19.61774445 19.55033493 18.4634819 1.0 -19.20306396 19.46158981 18.48589706 1.0 -18.55828285 18.43949699 17.87837029 1.0 -18.76678658 18.75894165 18.3174305 1.0 -19.18798447 20.22092628 19.23907089 1.0 -18.94050598 19.08755875 18.62681198 1.0 -19.36731911 19.42604065 18.31804657 1.0 -18.47958755 18.32329369 18.38600349 1.0 -18.65814781 18.62842941 18.1521759 1.0 -19.12104034 19.27505684 18.40892792 1.0 -19.81606674 20.06900597 18.98393631 1.0 -19.92310143 19.79369926 19.0059166 1.0 -19.85330772 21.8337574 19.81760216 1.0 -18.72403145 19.16576004 20.09506416 1.0 -19.93934822 20.02417946 19.44251251 1.0 -19.54279137 19.959589 19.51827049 1.0 -19.84316063 19.36930656 17.97356796 1.0 -19.88427734 19.93964195 19.01279831 1.0 -19.98616409 19.49855995 17.87337685 1.0 -19.72712135 19.63054466 20.02729225 1.0 -19.96636772 19.1486721 17.37002373 1.0 -19.27946663 21.12479591 20.34013939 1.0 -18.67583084 18.72756958 18.15011597 1.0 -19.32368469 19.51174355 19.10093117 1.0 -19.66001701 19.70868683 19.41843605 1.0 -19.85383034 20.00051117 19.57985687 1.0 -19.55899429 19.95705414 19.80413818 1.0 -19.93852615 20.51819992 20.82289124 1.0 -19.92753601 19.66910934 18.30429649 1.0 -19.363657 19.56717873 19.64618111 1.0 -19.71892548 19.93893051 19.19834328 1.0 -19.75760841 19.75159073 18.45760536 1.0 -19.76321602 19.08016968 17.61870003 1.0 -19.09307861 19.75654984 19.02563667 1.0 -19.78471565 19.80824852 18.76768112 1.0 -19.68433762 19.92651367 19.579319 1.0 -19.93816185 21.59422112 21.42388344 1.0 -18.38776398 18.65484047 18.27746201 1.0 -19.82691765 20.41239929 19.78590393 1.0 -19.7661972 20.95197105 20.03119469 1.0 -19.98740387 19.72821999 19.37075233 1.0 -19.95119476 20.14214706 19.59516144 1.0 -19.89705849 20.09680939 19.5212059 1.0 -19.19300842 19.57548332 19.95349884 1.0 -19.8845768 19.53866768 19.84525871 1.0 -19.38083649 19.80060005 18.76895905 1.0 -19.85133743 19.82873344 19.52243614 1.0 -19.39107895 19.71706963 18.68138885 1.0 -19.70030212 19.65338898 18.67609787 1.0 -19.8912487 19.49324608 18.59873009 1.0 -19.94247627 21.41519737 19.91888428 1.0 -19.8910408 19.99496269 19.60838509 1.0 -19.58690453 19.58759689 18.65952301 1.0 -19.80436707 19.93809891 19.84253883 1.0 -19.76227379 19.71653938 18.16897774 1.0 -19.78481102 19.62120247 18.50775909 1.0 -19.56019592 17.56777191 22.98328781 1.0 -18.8149147 19.08832741 17.8106041 1.0 -17.37040138 15.81644249 16.63066864 1.0 -19.81748009 20.00623894 19.66761398 1.0 -19.89151955 19.99575043 19.34623909 1.0 -18.85723495 18.99761963 18.42094231 1.0 -19.73987961 19.72263908 18.59092331 1.0 -19.94308281 20.28733063 19.89221191 1.0 -18.74474144 18.84594536 18.25549316 1.0 -19.74629593 19.52411079 19.06847763 1.0 -18.94522667 19.24718857 18.69174767 1.0 -18.725214 18.8405838 18.01977348 1.0 -19.13879585 19.25082397 18.50402832 1.0 -19.93215179 19.62433624 18.43758202 1.0 -19.67012024 20.98034668 17.99665642 1.0 -19.84508514 19.80499458 19.42828369 1.0 -18.72656631 18.7161541 18.14419937 1.0 -19.58815002 19.86946869 18.74812126 1.0 -19.97267342 20.77364922 19.68148232 1.0 -19.90832138 19.60149574 18.17581749 1.0 -18.81997681 19.03388596 18.19721222 1.0 -19.25483131 19.49017715 18.43666077 1.0 -18.78230858 19.12330818 18.03657532 1.0 -19.99510574 20.1583004 19.85042191 1.0 -19.48814774 19.71809959 19.06294441 1.0 -19.78991318 19.22172165 20.57762146 1.0 -19.43983841 18.7676754 17.8472805 1.0 -19.77980614 19.62951469 19.28648186 1.0 -18.65952682 18.5375576 17.69506073 1.0 -19.8638382 19.87002373 21.0450058 1.0 -18.58425522 18.75051308 18.19049072 1.0 -19.27386284 19.61650085 19.59527016 1.0 -19.99927521 20.51958656 19.35917091 1.0 -19.88050842 20.17201233 19.7570076 1.0 -19.73993111 19.84602547 19.59381866 1.0 -19.94430351 19.84076881 19.00171089 1.0 -19.56643867 19.70876503 18.65779495 1.0 -18.84291458 17.9630928 17.66015053 1.0 -19.87242508 19.82012939 18.68141365 1.0 -19.58092117 19.64530373 19.36919403 1.0 -19.8167305 19.55862617 18.45694923 1.0 -19.11010551 19.18169785 18.13946724 1.0 -19.938694 20.03810883 19.73431015 1.0 -19.69029045 20.03306389 19.33656311 1.0 -19.66607475 19.75021935 19.24703407 1.0 -19.79444122 19.74808693 19.47458649 1.0 -19.57026482 19.62209702 19.38544655 1.0 -18.26441574 19.89527512 18.8338871 1.0 -19.83088493 19.83269882 18.84310913 1.0 -19.8616333 19.98887634 18.94464874 1.0 -18.95406532 18.99178886 17.8445816 1.0 -19.43606758 19.75763512 18.44493866 1.0 -19.45176125 17.5153141 19.22528267 1.0 -19.97486115 20.90539551 21.81656647 1.0 -19.79594421 19.78270721 19.56870842 1.0 -19.87725449 20.67818832 20.61166954 1.0 -19.57432175 20.05171013 18.91121674 1.0 -19.67005157 19.71687889 18.65847588 1.0 -17.85817719 17.84824371 18.28327942 1.0 -19.44892311 19.64933205 18.38770103 1.0 -19.72793579 19.63054848 19.24555779 1.0 -19.98928261 19.77228165 18.37590981 1.0 -19.93752289 19.84968567 19.11403656 1.0 -19.64905167 19.62606812 18.14602852 1.0 -19.51797295 19.63472366 20.58355141 1.0 -19.72326851 19.59176445 18.40764618 1.0 -19.34436989 19.02072334 17.72969437 1.0 -19.97117615 20.00156403 19.89038086 1.0 -19.88480186 18.91972542 18.325634 1.0 -19.75496292 19.06920242 17.80936623 1.0 -19.96281624 19.64215088 18.61404991 1.0 -19.84451675 19.6943512 18.54786682 1.0 -19.96331978 19.60970688 18.70759201 1.0 -19.98919487 20.0465641 19.56921959 1.0 -19.48410034 19.83147812 19.84542274 1.0 -17.89346123 17.02720642 22.62433624 1.0 -15.576427460000001 16.68217659 22.34833527 1.0 -19.91046715 18.80369568 19.69025803 1.0 -19.94189072 19.72267532 19.44924736 1.0 -19.91333008 20.05997086 19.51700592 1.0 -19.99782372 19.73973656 19.47160912 1.0 -19.75444412 20.5265255 20.54718018 1.0 -19.35226822 19.2722187 18.33554268 1.0 -19.86804199 20.38610077 19.73058319 1.0 -19.31783104 18.70589638 21.05278778 1.0 -19.62121391 19.62934303 18.83491135 1.0 -19.89414787 19.77842712 18.43255424 1.0 -19.0231514 19.72488022 19.13181686 1.0 -19.96231842 19.94414902 19.56763649 1.0 -19.87179947 19.96318626 19.65132904 1.0 -19.09391022 19.02317238 17.93437958 1.0 -19.10979843 19.1452961 18.41509819 1.0 -18.79271317 18.58160973 22.7571373 1.0 -19.73360825 20.01864815 21.59957695 1.0 -19.30259895 20.46141434 18.67473221 1.0 -19.63757706 19.27137947 19.65232468 1.0 -19.09613419 19.75273132 19.53439522 1.0 -19.91713142 19.90156937 18.78146935 1.0 -18.87461662 18.93013573 18.5782795 1.0 -17.46832275 19.13552475 16.79734612 1.0 -17.80016899 18.36029816 18.02898216 1.0 -19.38703156 20.26420212 20.45079994 1.0 -19.41549492 19.63694 19.11181259 1.0 -19.80616188 19.93029976 19.69330025 1.0 -19.40420532 19.32652283 19.2293148 1.0 -19.44384766 19.62420654 18.33163834 1.0 -19.78868484 19.59597015 18.26119232 1.0 -18.82753944 18.8108139 18.18279648 1.0 -18.77209091 19.15944672 18.50074387 1.0 -19.2260685 18.66031265 18.58578491 1.0 -19.90505981 19.55009842 18.07958794 1.0 -19.46432495 20.09995461 20.19351387 1.0 -19.64500427 21.2378006 22.63475609 1.0 -19.63764954 19.82594872 19.29670715 1.0 -19.97818375 20.05886841 19.75678444 1.0 -19.92199516 19.92762375 19.64116478 1.0 -19.11552811 19.15542793 18.60976028 1.0 -18.5047493 19.72945213 22.67500877 1.0 -19.9921608 20.25389671 18.48944855 1.0 -19.98220444 19.67476273 18.80817223 1.0 -19.97484589 19.97379494 19.03271675 1.0 -18.63483047 18.52041626 16.0615654 1.0 -19.9545536 19.90779305 19.5786171 1.0 -19.53533554 19.37999725 18.87208748 1.0 -19.98759079 19.91513824 18.94432068 1.0 -19.95343781 19.48287964 17.61056137 1.0 -19.8855381 19.63667488 19.1802578 1.0 -19.11380005 20.0900631 21.88586426 1.0 -19.17345238 19.67238998 18.83829689 1.0 -18.69280052 17.8432312 18.4247818 1.0 -19.5739212 19.73925591 19.18589211 1.0 -19.63879395 20.08018494 19.75568008 1.0 -19.64202499 19.40318871 18.67089081 1.0 -19.42813492 19.88057518 19.15762329 1.0 -19.70474625 19.55226707 17.80441284 1.0 -19.62905502 19.97266388 19.47037506 1.0 -19.73843384 21.13883781 20.34700012 1.0 -19.42730331 19.41010666 18.16233444 1.0 -19.73669243 19.23999405 17.88339996 1.0 -19.52752876 19.40471649 18.00143623 1.0 -19.30908585 19.49425125 19.26755524 1.0 -19.20149231 19.07299995 19.34020233 1.0 -19.53689384 19.76164246 18.96439362 1.0 -19.72667694 19.52471733 19.31305695 1.0 -19.54466057 19.55234146 18.13679504 1.0 -19.1870575 19.13583755 18.60471535 1.0 -19.64558792 19.69870377 22.44996071 1.0 -19.95988464 19.82810783 19.40837288 1.0 -19.88923264 19.86423683 19.44172859 1.0 -19.83529472 20.22692299 19.9882946 1.0 -17.97897148 17.42981529 17.94013023 1.0 -19.67340851 19.5573616 17.89956856 1.0 -19.82971954 19.65545845 18.65213013 1.0 -19.80973244 19.87368393 19.645998 1.0 -18.78931427 18.9692688 18.52535057 1.0 -19.8438549 19.74425125 18.63931656 1.0 -19.58612442 19.18692398 18.36242294 1.0 -19.59423447 19.22572136 18.12773323 1.0 -19.95147324 19.82913208 19.21475029 1.0 -19.88702393 19.35029602 18.44993401 1.0 -19.93327522 19.8110218 19.15207672 1.0 -19.91213799 20.19439507 19.66558456 1.0 -19.70904922 19.57282829 19.40455627 1.0 -18.9883976 19.02100372 18.56136894 1.0 -19.49385834 19.57801437 19.2859211 1.0 -19.92585373 20.7340374 21.1080246 1.0 -19.7811718 20.04556656 19.43823242 1.0 -19.80526161 20.09985733 19.96249771 1.0 -19.61051178 19.5236454 18.26283646 1.0 -17.94085693 17.88476562 17.69437027 1.0 -18.40804482 20.16555214 17.97449875 1.0 -19.35380936 19.57246399 20.47987556 1.0 -19.99324226 20.217453 19.71180534 1.0 -19.67922974 20.06733704 18.96868324 1.0 -18.91975212 20.53261375 19.86658096 1.0 -19.90909767 19.87985611 19.59432983 1.0 -19.945467 20.16388702 19.807827 1.0 -19.18291855 19.00472641 17.50810432 1.0 -19.96969795 20.1363163 21.62373543 1.0 -19.2941494 19.03805733 18.16624832 1.0 -19.6436348 19.16159821 17.6022377 1.0 -19.16841316 18.74685097 17.41911507 1.0 -19.94001961 20.02998161 19.80078316 1.0 -19.6093998 19.90023994 18.38667107 1.0 -19.53533363 20.30538177 19.38565826 1.0 -19.6944828 19.64575577 18.41364479 1.0 -19.72559166 19.89783478 19.52420235 1.0 -19.79653549 19.69046021 18.85644913 1.0 -19.43052292 19.71752548 18.20674515 1.0 -19.63232422 20.70267105 20.30016518 1.0 -19.90715408 19.93008804 18.46000671 1.0 -18.92250252 19.22034836 18.54655266 1.0 -18.96571732 18.99086952 17.91702652 1.0 -19.52109146 19.62489128 19.08113289 1.0 -19.70572472 19.16790009 17.74476051 1.0 -19.43336487 19.3283844 17.98425102 1.0 -19.86848831 20.20413589 19.39562607 1.0 -19.62559509 19.33456612 19.62019157 1.0 -19.5927639 19.95170403 19.49063301 1.0 -19.99054718 19.94019508 18.97265625 1.0 -19.98727226 19.99836922 19.60431671 1.0 -19.35012436 19.52969933 18.68927002 1.0 -19.44285583 19.55725288 19.14640236 1.0 -19.80298042 19.60718727 18.15198708 1.0 -18.18588448 19.62115097 22.42449951 1.0 -19.35526276 19.54294395 18.95083237 1.0 -19.96668816 19.70206261 18.17179298 1.0 -19.90198135 20.55589104 20.5454464 1.0 -18.89801407 20.22541046 22.35347176 1.0 -19.96998596 19.78161621 18.97416496 1.0 -19.39574814 19.48487663 17.91806412 1.0 -19.62610435 19.46966362 18.82840347 1.0 -19.88360786 20.42889977 19.56354332 1.0 -19.98020744 20.00214958 18.74954987 1.0 -19.23509407 20.05748177 19.81336212 1.0 -19.73987198 19.42611313 18.7252636 1.0 -19.39056206 19.74994087 18.63535118 1.0 -19.95059967 19.49756622 18.06934547 1.0 -19.66568565 19.95328522 19.15774727 1.0 -19.42161942 21.38373756 20.36753845 1.0 -19.61060143 19.85266495 18.69194221 1.0 -19.87362289 19.62877846 18.42758751 1.0 -19.22342682 18.29272461 18.15148735 1.0 -19.96908569 19.05032349 19.1019001 1.0 -19.63389397 19.58648491 22.18218231 1.0 -19.7189827 19.62457085 18.7719574 1.0 -19.67920494 19.74082756 18.13137817 1.0 -18.66536331 18.70794106 22.13757324 1.0 -19.66304398 19.97553825 18.12944603 1.0 -19.86519432 19.92811012 19.53662682 1.0 -19.5326252 18.91684532 17.96041679 1.0 -19.80267143 19.59503174 19.16119385 1.0 -18.85463905 18.95750999 18.21619987 1.0 -19.097929 19.25784492 18.80419731 1.0 -19.64759445 19.20058441 17.87796211 1.0 -19.8575573 19.8726387 19.60978317 1.0 -19.89547157 20.0589695 21.95185471 1.0 -19.88901901 19.97441292 18.90961838 1.0 -19.19068527 18.135252 17.45230103 1.0 -19.92400169 19.79025078 18.87076187 1.0 -19.88392448 19.48539352 18.04126358 1.0 -18.81341171 18.70013618 17.88467789 1.0 -19.06555748 19.51855659 18.48330307 1.0 -19.994627 20.1471653 19.67375565 1.0 -18.47112846 18.7397995 18.11270142 1.0 -19.46763992 19.58827209 18.1854496 1.0 -19.21711349 18.19035149 17.86641121 1.0 -19.18126297 18.6855011 16.9535408 1.0 -18.55375862 19.04037476 19.18541527 1.0 -17.71732521 16.3253479 17.46446609 1.0 -19.98077774 20.06623077 18.74599648 1.0 -19.76529312 19.98755646 19.63925362 1.0 -18.78223038 18.72198868 18.32904816 1.0 -19.11312485 19.70312119 19.11112213 1.0 -19.68643379 19.6001606 18.57604027 1.0 -18.33790588 20.08409309 20.80621529 1.0 -19.60320854 19.38035202 18.04520798 1.0 -19.57644844 19.16827011 17.93291283 1.0 -19.66765022 19.65943527 19.60466766 1.0 -19.77953911 19.70933533 18.72714043 1.0 -19.62760162 19.75197601 19.35691833 1.0 -18.52444839 18.49752235 17.96331024 1.0 -16.09263229 16.55714607 20.49760056 1.0 -19.79547691 20.13118553 19.47525024 1.0 -19.34968185 19.5085907 18.46301079 1.0 -19.5302639 19.22560501 18.05906868 1.0 -19.88543129 19.53068352 17.81902122 1.0 -18.75977898 18.98308563 18.29818344 1.0 -19.89659119 20.16390038 19.66624641 1.0 -19.52832794 19.33979416 17.97544861 1.0 -18.99191093 19.4481163 18.63652611 1.0 -19.9520607 19.54690361 17.74941635 1.0 -19.9503994 20.03489113 19.20921707 1.0 -19.528759 18.18136978 22.91403961 1.0 -19.65150833 18.35397339 21.38785553 1.0 -19.42492867 19.1532383 17.70058823 1.0 -19.73727608 20.00262833 19.40074158 1.0 -19.64275169 19.88268471 19.09965897 1.0 -19.87729645 20.26099777 19.25615883 1.0 -19.49359131 20.08419991 19.50169182 1.0 -19.84689522 19.39048576 18.71574593 1.0 -19.06696129 19.31287956 18.59252739 1.0 -19.23694801 19.15893555 18.1009655 1.0 -19.47559929 19.42904663 18.82348824 1.0 -19.97253227 20.11487389 19.94995689 1.0 -18.94067383 19.16664124 18.69264412 1.0 -18.67197037 18.70680809 18.49596214 1.0 -19.98300171 21.37586594 20.81661224 1.0 -19.8071804 18.74914551 18.5955925 1.0 -18.5653801 18.47902298 19.2576313 1.0 -18.67547798 18.68607521 17.99498558 1.0 -18.18229294 19.0130291 18.43943977 1.0 -19.8138485 19.73531151 19.65566063 1.0 -19.78279686 19.99574471 19.50714302 1.0 -19.93117905 19.99188805 19.13991547 1.0 -18.3289814 17.63831902 17.63672638 1.0 -18.80174446 18.95913506 18.13796425 1.0 -17.17991066 17.428545 17.73673248 1.0 -19.46765327 19.55697441 19.54106903 1.0 -19.53849411 20.11758423 20.42956543 1.0 -19.54013252 19.50714302 18.19681358 1.0 -19.42522812 20.39681816 18.34910583 1.0 -19.1993618 19.18264961 18.65058327 1.0 -18.7721405 18.80933952 18.45331764 1.0 -19.45872307 20.09382057 19.77448463 1.0 -19.20222092 19.46223831 19.05656052 1.0 -19.91178894 19.89297676 18.45644569 1.0 -19.5310936 19.29226303 18.45954323 1.0 -19.52788734 19.40090179 17.97304535 1.0 -19.94979095 20.08738518 19.13135529 1.0 -18.652071 18.86692238 17.75810814 1.0 -19.87946892 20.0439415 19.28583527 1.0 -19.60884285 19.47282028 19.36859703 1.0 -19.95882225 19.9232769 18.79714584 1.0 -18.76501083 18.94154739 18.15771866 1.0 -18.76561165 16.80340576 20.14536095 1.0 -18.66329575 18.66705894 18.10591888 1.0 -19.9803524 20.36751556 19.01268005 1.0 -19.86282349 19.76548004 18.46437073 1.0 -19.97220039 19.78048706 19.7249012 1.0 -19.7502346 19.80767059 19.71161842 1.0 -18.33719444 18.90213966 17.961689 1.0 -18.62944031 18.78241539 18.40820694 1.0 -19.86071968 19.94771385 19.45708656 1.0 -19.92642593 19.79680061 18.59947586 1.0 -19.68302917 19.73687935 19.39288521 1.0 -19.96793175 19.97123528 19.53912735 1.0 -19.13250732 19.21574974 17.87768555 1.0 -19.84460258 20.06415367 19.7299881 1.0 -19.74000168 20.03862 18.91100311 1.0 -18.60247231 18.39974213 18.43857193 1.0 -19.78762627 19.95398331 19.02209854 1.0 -19.89291954 19.83887672 19.68935394 1.0 -19.51569366 18.89544678 17.27897644 1.0 -19.97791481 21.13952637 19.83333969 1.0 -19.01687241 18.58509445 17.11623573 1.0 -19.75374413 19.33869171 17.87993431 1.0 -19.80418015 19.49149323 18.87107277 1.0 -18.91707039 18.94635201 18.14640808 1.0 -19.26384163 18.25662804 17.6107769 1.0 -19.6539669 19.34285545 18.88019562 1.0 -19.66935158 18.96682358 18.99655533 1.0 -19.52402687 19.38505936 18.47491074 1.0 -19.79453468 19.55450058 18.78695488 1.0 -19.79901314 19.71966743 19.51105309 1.0 -19.91008377 19.81701851 18.80862045 1.0 -18.56923485 19.23186302 18.77588272 1.0 -19.6675415 19.48649216 18.23911667 1.0 -19.7577343 19.4228363 18.15524483 1.0 -19.7883873 19.88555336 19.67451286 1.0 -19.82127571 19.83679199 19.56670761 1.0 -19.66238403 18.71010208 17.79621696 1.0 -19.54188347 19.35633087 18.6350193 1.0 -19.26486015 19.18652534 18.73758507 1.0 -19.42857742 20.07068825 19.38064575 1.0 -19.69888878 19.73404121 18.47120285 1.0 -19.30983353 19.28047752 18.57698441 1.0 -19.51141357 19.45657921 18.02668381 1.0 -19.90604019 19.23900604 19.25523949 1.0 -19.85131454 20.27740288 19.69804382 1.0 -19.40924072 19.37033844 19.24149704 1.0 -19.94653511 20.12732887 19.11232567 1.0 -19.91109085 19.45126534 18.85266495 1.0 -18.6117363 20.14498138 20.11347008 1.0 -19.33175087 19.47508812 19.16298866 1.0 -19.88150024 19.68975067 18.04500008 1.0 -19.8310318 19.86454391 19.45129204 1.0 -19.60286903 19.19959068 19.04553413 1.0 -18.24116135 17.75235748 16.50980377 1.0 -19.06712723 19.19702339 18.22463226 1.0 -19.92567062 19.88774681 19.86009789 1.0 -19.90787888 19.79600143 18.70457649 1.0 -19.16649818 19.61315155 18.32584763 1.0 -19.52902794 19.56200981 19.13804245 1.0 -19.80459213 19.90981865 19.67696953 1.0 -19.68991661 19.75959587 18.2904892 1.0 -19.6670723 19.77706337 19.29426193 1.0 -19.7988987 19.79946899 19.54519272 1.0 -18.25048447 18.09754562 21.69390106 1.0 -19.87181664 20.0034008 18.73080254 1.0 -19.97167397 20.34557533 20.82413673 1.0 -19.48779106 19.59324074 19.21023369 1.0 -19.67349243 19.71087265 18.9688549 1.0 -19.76112747 19.55521393 18.73664093 1.0 -19.70695496 19.74468803 18.22349548 1.0 -19.58420944 19.98677826 19.45760727 1.0 -18.91937447 18.87744904 18.24208832 1.0 -19.57862091 19.64248848 19.21460342 1.0 -19.42286301 19.06026077 18.58790398 1.0 -19.30878448 18.50414085 17.07250404 1.0 -19.15397644 18.78382111 19.3759594 1.0 -19.64945793 19.68351173 19.31350136 1.0 -19.41899681 20.61445236 20.07529259 1.0 -19.87213707 21.63665771 20.78652382 1.0 -18.84220886 18.69686699 19.38484955 1.0 -19.98382568 19.36440086 18.89689255 1.0 -19.43878365 18.94477654 18.59454918 1.0 -19.78448677 20.05938911 18.49249268 1.0 -19.95609665 19.67000771 18.4338913 1.0 -19.43243599 19.60318947 20.45741081 1.0 -19.250494 19.00212669 18.47964478 1.0 -19.58333969 19.80644417 19.43368721 1.0 -19.95632362 19.77135468 18.58219528 1.0 -19.91945267 20.01585388 18.38849258 1.0 -19.72668076 19.50302505 18.47636414 1.0 -19.8870697 20.13252068 18.71247673 1.0 -19.48986435 19.40869713 19.14482117 1.0 -19.93710136 19.99007797 19.84640312 1.0 -19.33874512 19.29539299 17.58074188 1.0 -19.834589 20.2130127 19.45948219 1.0 -19.47777748 19.62133026 18.66300011 1.0 -19.0032177 19.25582314 18.92097473 1.0 -19.88517189 19.77643967 18.42539024 1.0 -19.33816528 19.1657753 18.39481544 1.0 -19.98028564 19.57520676 17.83934402 1.0 -19.89456749 20.38433647 19.66362 1.0 -19.74793816 20.15709496 19.10203934 1.0 -19.50272942 19.42957878 20.27942467 1.0 -19.96671104 20.70544243 18.84623528 1.0 -19.71523666 19.74619102 19.47574043 1.0 -19.95981216 20.03743553 19.46729851 1.0 -19.97673035 20.07487106 19.82067108 1.0 -18.2447834 18.96083069 19.09405136 1.0 -18.63929558 19.01778221 19.127491 1.0 -19.97944641 20.53766441 19.89550781 1.0 -19.6889286 19.80755043 19.2070446 1.0 -19.71456146 19.86588097 19.38267326 1.0 -18.14557838 17.14005661 20.20694542 1.0 -19.18785095 19.3516674 18.46428871 1.0 -19.91805077 19.78521729 18.32584953 1.0 -19.28506088 20.082201 19.63708115 1.0 -19.30123901 19.88671303 18.75544357 1.0 -19.5783329 19.61933517 18.68585968 1.0 -18.45486069 18.54461861 17.86537743 1.0 -19.09946632 19.14800644 18.76662636 1.0 -19.08542442 19.0944767 18.67430115 1.0 -18.96306419 20.49136353 19.17338562 1.0 -18.94283676 18.7630024 18.17779922 1.0 -19.55586433 20.08284569 18.60445404 1.0 -19.15079117 19.08659363 18.62479782 1.0 -19.95187187 20.46590233 19.64940071 1.0 -19.61879349 19.85574722 19.88591766 1.0 -19.40902138 19.65732002 19.26172256 1.0 -19.89670753 19.93992043 19.62001228 1.0 -19.18591118 20.05147552 19.9723053 1.0 -19.99424171 20.04863358 19.71295357 1.0 -19.89672852 19.19393921 18.50678444 1.0 -19.36912918 19.4285717 18.98304749 1.0 -19.9618206 20.09796524 20.65286064 1.0 -19.78163147 19.59864426 19.18360329 1.0 -19.48467445 19.52321625 19.10661316 1.0 -19.40980339 19.4580822 19.14830971 1.0 -19.89660454 19.9269371 19.61066437 1.0 -18.17056465 18.71993256 18.1987133 1.0 -19.4444561 20.03254509 20.05065346 1.0 -19.8098526 19.98717117 19.64211464 1.0 -19.63690948 19.7038269 18.5556469 1.0 -19.77765656 19.51868629 18.16201019 1.0 -19.95943069 19.99633217 19.68510818 1.0 -19.77303505 19.31868172 17.70414352 1.0 -19.58028603 19.64596748 19.22889709 1.0 -19.67161942 19.52461243 18.60166931 1.0 -19.65865707 19.0626545 18.74424553 1.0 -19.6807518 19.89152718 18.78771782 1.0 -19.98026848 20.23101807 18.73845291 1.0 -17.95207787 17.67845345 17.43923378 1.0 -18.74690247 19.49279976 20.50252533 1.0 -18.37023735 18.51583481 17.86455917 1.0 -19.66845322 19.72565651 20.09420776 1.0 -19.57102394 19.25089073 16.97680855 1.0 -18.94485855 18.41397667 18.68133736 1.0 -19.84557915 20.17064285 19.42346001 1.0 -18.58646965 18.69106483 16.87568092 1.0 -19.68839455 19.51994133 18.23008347 1.0 -19.00382614 19.21644211 18.91917419 1.0 -18.89010048 19.39006996 19.90366173 1.0 -19.89879417 20.09366226 19.29972076 1.0 -19.52093697 19.84035301 19.22263718 1.0 -19.94320297 19.80727386 18.86278915 1.0 -19.8781414 19.43182182 18.017416 1.0 -19.86762047 19.94734001 19.29532051 1.0 -19.77053642 19.57943535 19.10329628 1.0 -19.48652458 19.63153458 19.35253334 1.0 -19.67604065 19.42373276 17.75555992 1.0 -19.55237579 19.75645638 19.57684708 1.0 -19.78820229 21.24767685 20.22762489 1.0 -19.34851456 19.30324364 18.76353645 1.0 -18.8624649 18.73013306 17.27723503 1.0 -19.76290131 20.2577095 20.11331367 1.0 -19.90312767 20.23545647 18.29591179 1.0 -19.27594948 19.37521362 18.66778374 1.0 -19.22588539 19.65054512 19.00201225 1.0 -19.55014038 19.89712715 19.59084702 1.0 -18.58882332 18.72520828 18.33605957 1.0 -19.68472862 21.68356705 21.09942436 1.0 -19.78804588 19.99303627 19.50409317 1.0 -19.13117027 19.31193542 18.59688377 1.0 -19.64169884 19.6003685 19.27213478 1.0 -19.87730598 19.53746986 18.95846939 1.0 -19.10107231 19.07701492 18.51678848 1.0 -19.06674576 18.09668922 21.20113564 1.0 -19.93190384 20.07061958 19.74867439 1.0 -19.36407852 19.27041054 18.07530022 1.0 -19.29434776 20.39960289 19.11869812 1.0 -19.13956451 19.37817001 19.11474609 1.0 -18.53356934 18.58609581 17.77570152 1.0 -19.4413662 19.66488647 19.02731895 1.0 -19.86239243 19.31820107 19.11236382 1.0 -18.80576515 18.47000313 20.24905014 1.0 -19.84455872 20.33387756 19.60138321 1.0 -19.86114883 20.35600281 20.26851463 1.0 -19.99934769 20.26399612 19.67685699 1.0 -19.08485222 19.00870705 17.8401947 1.0 -19.53479004 19.78157806 18.69487762 1.0 -18.77522278 18.843853 18.54827118 1.0 -19.98496056 19.95145988 19.58055305 1.0 -19.74207497 20.27179146 19.55213737 1.0 -18.93083191 19.89662743 19.95909309 1.0 -19.7681675 19.71288872 18.30436134 1.0 -19.93726349 19.98425674 19.71104622 1.0 -19.48030281 19.19131851 17.89912224 1.0 -19.00418282 18.98623276 18.24787521 1.0 -17.20174217 17.29688835 16.50584793 1.0 -19.37564468 19.07512093 17.9806366 1.0 -18.71315956 18.77388573 18.17634964 1.0 -18.61281013 19.51907921 20.72214699 1.0 -19.95797539 21.73101997 21.51518822 1.0 -19.81789017 19.83573914 18.58497429 1.0 -18.8386898 18.90166473 18.30998802 1.0 -19.88425636 19.96013832 19.2074604 1.0 -19.54977036 19.46217346 18.13766479 1.0 -19.87599754 19.85403824 18.74716949 1.0 -19.94392776 20.48639679 19.4031086 1.0 -19.23854065 19.81986237 19.07675362 1.0 -19.81873894 19.61417007 18.59968185 1.0 -18.37021446 18.32896042 18.79776764 1.0 -19.61375046 19.81111526 19.08710861 1.0 -19.76145935 19.8965416 19.10504723 1.0 -19.42261124 19.8443203 19.16425133 1.0 -19.54062462 19.46607399 19.06917763 1.0 -19.77099228 19.74196625 21.2246685 1.0 -19.99976921 19.76948929 18.41199303 1.0 -19.89689064 20.02774239 19.32575417 1.0 -19.9118557 20.60070801 20.25048065 1.0 -19.75649643 18.61810112 17.8083477 1.0 -17.63772202 16.75756645 16.77209091 1.0 -19.4821701 19.64949226 18.66236687 1.0 -19.77861404 19.99865532 19.54382324 1.0 -18.81915474 19.18973351 19.07393265 1.0 -19.68414116 19.83702087 19.26523018 1.0 -19.97928429 19.78792381 19.37157059 1.0 -19.44879723 19.42950058 19.22894096 1.0 -19.34533882 21.14598274 20.77363396 1.0 -17.77285004 17.70533943 17.62726784 1.0 -18.99006462 19.3285141 18.49999237 1.0 -18.42998314 18.35604477 17.92514038 1.0 -19.47068405 19.47790337 18.64616394 1.0 -19.68670845 19.86926079 18.70768929 1.0 -19.9805069 20.10618591 19.63493156 1.0 -19.91676712 20.49335861 19.73848724 1.0 -18.9510231 19.05682373 18.41845131 1.0 -18.95803452 18.93112564 18.29613876 1.0 -19.97108459 20.14135933 19.84907532 1.0 -18.5877037 18.75903893 18.65371704 1.0 -19.41823578 20.67403221 18.92329788 1.0 -19.52659798 19.24336243 19.11879158 1.0 -19.38165855 18.74178505 21.67321205 1.0 -18.90579796 18.91612053 18.44656563 1.0 -19.73882294 19.39111519 17.68987656 1.0 -18.69934654 18.82241058 18.39346123 1.0 -19.75340271 20.64964676 20.83443069 1.0 -19.86071205 20.18664932 20.09868431 1.0 -19.67199516 19.2593174 18.22991562 1.0 -19.52257919 19.43073463 18.75211334 1.0 -19.87935829 20.21400452 19.78529549 1.0 -19.85482979 19.77449799 22.78591347 1.0 -17.72723198 18.94127655 19.70172501 1.0 -18.57512665 19.74469376 17.30762672 1.0 -19.79222298 20.2379837 19.61803436 1.0 -18.82548141 18.66815567 18.03824997 1.0 -18.46334648 18.64466095 18.20697021 1.0 -19.71213722 19.66539001 19.12428665 1.0 -19.98265457 19.59445572 18.56753159 1.0 -19.91088104 19.40608215 18.05002022 1.0 -19.99310493 19.47531891 19.32201195 1.0 -19.18331528 19.34452438 18.83745956 1.0 -19.63454819 19.66545868 19.2028656 1.0 -19.39617157 19.36663818 18.43770409 1.0 -18.9183979 19.40778351 18.5177021 1.0 -19.63358498 19.59765244 18.44974899 1.0 -19.57187462 19.92387772 18.04623222 1.0 -19.22044563 19.62334633 19.08202934 1.0 -19.33716202 19.40306664 19.09606171 1.0 -19.88422966 19.63394547 18.38829422 1.0 -19.10426331 18.98925018 20.73362923 1.0 -19.94462204 19.90071297 19.44920731 1.0 -18.9974556 19.00185966 18.19496918 1.0 -18.58004951 18.34106827 18.25020599 1.0 -19.75502777 20.00739479 18.76426125 1.0 -18.57052612 18.80741119 17.78613281 1.0 -19.80822182 20.12734222 18.75664711 1.0 -19.62154007 19.61071205 18.18106651 1.0 -19.70446396 19.80824089 18.79783058 1.0 -19.30913353 19.57278824 19.10470772 1.0 -19.8448925 19.51529312 18.52298927 1.0 -19.99909019 19.35339355 18.27051735 1.0 -19.64626312 19.74086571 18.51935768 1.0 -19.88686371 20.08476448 19.41248512 1.0 -18.13705826 20.0972023 24.53435516 1.0 -19.61786079 19.66041374 18.77158737 1.0 -19.76139259 19.44433212 17.62382698 1.0 -19.39898872 20.43174362 22.22349358 1.0 -19.76554108 19.53181648 19.17854691 1.0 -18.81976891 18.7139492 18.21007347 1.0 -19.83077812 19.61666107 18.87390137 1.0 -19.90176582 20.1815033 19.92131233 1.0 -19.78131294 19.85100746 19.38591766 1.0 -19.84872055 19.97628975 18.28767395 1.0 -19.77967262 19.86892509 19.68262863 1.0 -19.90997124 20.66401291 20.72645187 1.0 -19.27368546 19.29080582 17.68984222 1.0 -19.61559868 19.36615372 19.7549057 1.0 -17.30700874 17.34754944 17.48319817 1.0 -19.88095093 21.7936039 20.21528435 1.0 -19.84519196 19.82221603 18.45960999 1.0 -19.95985794 19.95025253 19.22332382 1.0 -19.68338585 19.57986259 18.98765755 1.0 -19.09825897 19.13032722 18.3710289 1.0 -19.99434853 20.51140785 20.13196754 1.0 -19.94643402 19.0537796 20.82614899 1.0 -19.77273369 21.72571373 19.31225967 1.0 -19.97455406 20.10289001 20.00370979 1.0 -19.85851669 19.18958473 17.78794479 1.0 -19.76992607 19.71216965 18.39818954 1.0 -19.98529625 19.6899128 18.53901482 1.0 -19.74367714 19.80222893 19.32686806 1.0 -19.93891144 19.95702171 19.72277069 1.0 -19.59169388 20.06545258 19.25097084 1.0 -19.98814392 19.61710358 18.44085693 1.0 -19.97164917 20.41437721 18.68623352 1.0 -19.66305351 19.72842598 18.28833389 1.0 -18.91595459 18.84902 18.19498444 1.0 -19.94305611 20.35844612 20.00188446 1.0 -19.08146095 19.50083923 18.80033493 1.0 -19.9082737 19.87711716 19.94468498 1.0 -19.80315399 19.86206436 19.72539139 1.0 -19.7200737 18.84048462 19.76570511 1.0 -19.98892212 20.04637337 19.50166702 1.0 -19.00548553 19.01859474 17.98456573 1.0 -19.83382797 19.76233673 19.15294456 1.0 -18.95126915 19.19713211 18.64191246 1.0 -19.95936775 19.86151505 19.08958817 1.0 -19.92498016 19.95120621 19.54353333 1.0 -19.69229126 19.51700211 18.54806709 1.0 -19.78989601 20.47557259 20.10494232 1.0 -19.7252388 19.51469231 18.36936569 1.0 -19.665905 20.6666584 20.69893265 1.0 -19.6679039 19.79348755 19.43049431 1.0 -18.56583214 18.93797684 18.54976463 1.0 -19.89328957 19.79597473 19.4196167 1.0 -18.8574295 18.85125351 18.8121376 1.0 -19.66924858 19.65972137 19.21673775 1.0 -19.92982292 19.92228317 19.59863091 1.0 -18.38108826 18.40743446 18.16822052 1.0 -19.99858093 20.03137207 19.87104988 1.0 -19.82510948 19.42308617 17.07369995 1.0 -19.77599525 20.25884056 18.97107124 1.0 -19.62522697 19.89844131 19.88454819 1.0 -19.81315613 19.80558586 19.33615112 1.0 -19.8807621 19.31731224 17.98154449 1.0 -18.85850716 19.82885742 20.2431469 1.0 -17.32187653 16.93624496 16.72085953 1.0 -19.76523399 19.77263069 19.49589157 1.0 -19.91971207 20.21892738 19.71112061 1.0 -19.8707428 20.08761787 19.47808647 1.0 -19.90785408 20.30018234 19.59684563 1.0 -19.96409035 20.02428246 19.18932724 1.0 -19.85860062 19.70655823 18.47331238 1.0 -19.99602318 19.86491966 18.4645195 1.0 -19.82665825 19.90487289 19.20690727 1.0 -19.64078712 18.21349525 18.90930939 1.0 -17.27355385 18.86262131 19.27598763 1.0 -19.82011032 19.76266289 19.32321167 1.0 -19.75496483 21.69730186 20.19367027 1.0 -19.9828968 20.46308517 20.10597229 1.0 -19.99892998 20.12182426 19.57205009 1.0 -19.95049667 20.01439285 18.49409294 1.0 -18.35932922 18.43982124 18.70082092 1.0 -19.87363434 20.75930595 20.9876461 1.0 -19.70550919 20.45899773 19.77395439 1.0 -19.9490509 19.71231842 18.11370659 1.0 -19.62898636 19.89839745 19.01245117 1.0 -19.85802841 19.4732399 19.29607582 1.0 -19.69035149 19.88195038 19.15698242 1.0 -19.93019104 20.34966469 19.64694214 1.0 -19.9233799 19.91425896 18.93794632 1.0 -19.67564392 19.60865784 18.5748806 1.0 -19.99051094 19.98855782 19.20412064 1.0 -19.96549416 20.02375031 18.59588242 1.0 -19.921175 20.07209587 19.341362 1.0 -19.7596283 19.68907928 18.56486893 1.0 -19.7045784 20.95499802 20.45442963 1.0 -19.60014725 19.55599022 19.16954231 1.0 -19.56648827 19.70141792 18.69753838 1.0 -19.78840256 20.74910736 18.88648033 1.0 -19.30507851 19.42543793 18.99191475 1.0 -19.43054008 19.58342552 18.14997292 1.0 -19.37203407 19.59661293 19.25314331 1.0 -19.99964714 20.0924263 19.74441528 1.0 -19.43977356 19.48940659 18.88596916 1.0 -19.04589653 18.1960144 18.22636795 1.0 -19.30359077 20.38264465 18.37141418 1.0 -19.68751717 18.65093613 24.61528587 1.0 -19.46489716 19.54018211 18.38923645 1.0 -19.85690117 19.93438339 19.56508255 1.0 -19.99039841 19.90270996 19.68365097 1.0 -19.1387558 18.85131264 17.5298996 1.0 -19.8304882 19.69932747 19.40083694 1.0 -19.6748333 19.09218979 18.54569244 1.0 -19.86164284 19.80432129 18.40483475 1.0 -19.7444458 19.57686806 21.99962807 1.0 -19.27802658 18.9147892 19.73817825 1.0 -18.71266365 18.71866226 18.28172684 1.0 -19.75822449 19.56159782 19.24927521 1.0 -19.79709816 19.74375534 19.68698311 1.0 -18.69108582 18.78762245 18.31486511 1.0 -19.16676903 19.15113068 18.84530067 1.0 -19.61642456 19.41006088 18.60334206 1.0 -19.47552299 19.24533844 18.42937279 1.0 -19.72389984 19.48740768 17.85097313 1.0 -19.49380112 19.33243942 16.46312141 1.0 -19.91418457 19.58563423 18.36652756 1.0 -19.76775551 19.88568687 18.34221649 1.0 -19.55296326 20.07977295 19.92969513 1.0 -19.83572769 19.89177513 19.52356339 1.0 -19.57073975 20.17142105 19.61065292 1.0 -19.02832031 19.23513985 18.69901848 1.0 -19.81260109 19.76324654 18.39241982 1.0 -19.53761482 19.67497635 18.71687508 1.0 -19.64734268 19.4420433 18.36148643 1.0 -18.90065002 19.2276516 18.91300964 1.0 -19.73426628 20.12071991 19.34797287 1.0 -19.92989922 19.94643784 18.76348305 1.0 -19.92275047 19.4029808 17.89208221 1.0 -19.70828438 19.88682938 19.38568878 1.0 -19.90316582 18.78997231 17.7870903 1.0 -19.12827682 19.32589149 20.53309441 1.0 -19.79491806 19.78118515 19.79412079 1.0 -19.51583672 19.40286064 18.02847481 1.0 -19.17446136 19.09888649 18.03866959 1.0 -18.63296127 18.58284187 17.74475098 1.0 -19.96772766 19.84623528 18.51893234 1.0 -19.94294357 19.55007553 18.42976952 1.0 -18.98651314 18.8806839 18.01865578 1.0 -19.02445412 19.1484375 18.52732086 1.0 -19.90507889 20.08901596 19.16685104 1.0 -19.55794716 19.54688835 18.89235497 1.0 -19.56787491 18.86687851 18.3413372 1.0 -19.57286835 18.70071411 18.23950386 1.0 -19.65953255 19.80124474 18.71791267 1.0 -19.501194 19.56867218 19.03172684 1.0 -19.67753601 19.72774315 18.99581337 1.0 -19.12867546 18.97922325 18.16579247 1.0 -19.01086617 19.05251122 17.92462921 1.0 -18.54063225 18.48439789 18.51823997 1.0 -19.38905907 19.49730301 19.16488266 1.0 -19.36780167 20.2711525 19.22774124 1.0 -19.78051949 20.02319145 18.44473457 1.0 -19.33154297 19.8222084 18.05491829 1.0 -19.96851921 20.0368309 19.59021187 1.0 -19.61261368 19.64057732 19.02680016 1.0 -19.26056099 20.3385582 18.82242966 1.0 -19.451828 19.44386292 18.23575974 1.0 -19.37812424 19.53051567 18.90845299 1.0 -19.59167862 19.55766106 18.37872505 1.0 -19.84120941 20.09971809 19.76447105 1.0 -19.84417534 19.96645164 19.17601967 1.0 -19.36712837 19.37759399 18.34554863 1.0 -19.40673828 20.51054573 18.48806381 1.0 -19.13067627 18.85827446 17.58986282 1.0 -19.33153343 20.14566612 19.25995636 1.0 -19.32818031 19.11462212 18.23296738 1.0 -19.56620026 19.67688751 18.76867867 1.0 -19.874506 19.86101723 19.48257256 1.0 -19.84709167 19.81963348 18.56943512 1.0 -19.72784233 19.6799984 18.43842506 1.0 -19.37823677 19.55391693 19.18400002 1.0 -19.45627975 19.94215584 19.59674644 1.0 -19.85718346 19.83084106 18.46949959 1.0 -19.74415398 20.18714523 19.82917023 1.0 -19.63944817 19.10013771 18.749403 1.0 -19.95540237 19.93867874 19.16777992 1.0 -19.68390274 19.63747597 18.79250526 1.0 -19.68505859 19.53785324 18.23211288 1.0 -19.98693466 20.24282837 19.97472763 1.0 -18.78083801 19.07068634 18.23460197 1.0 -19.89426994 20.44649315 18.55602074 1.0 -19.92729187 19.96678543 19.54579163 1.0 -19.85099602 19.87995148 18.77862358 1.0 -18.76377487 18.52810097 18.64579964 1.0 -19.6967659 19.65472412 18.30858612 1.0 -17.78303337 17.97897339 17.55577087 1.0 -19.72766876 20.20137978 20.19785118 1.0 -18.99304771 18.92863083 18.19096756 1.0 -19.08075333 19.58098221 20.06714249 1.0 -18.43093109 19.18357277 18.91228294 1.0 -19.85684395 19.85852814 18.58778381 1.0 -19.62298012 19.67250633 18.46542549 1.0 -19.97662544 20.11632729 19.23419762 1.0 -19.74749374 19.7850399 18.50628471 1.0 -19.89097595 20.01181984 17.74589348 1.0 -19.88521957 20.05196953 19.64041138 1.0 -18.57625198 18.78880119 18.34557152 1.0 -19.55590248 19.09217644 18.34709167 1.0 -18.34408951 18.76754761 17.66998482 1.0 -19.73458672 19.96460533 18.69698524 1.0 -19.90076828 19.89526176 18.7364769 1.0 -19.90046692 19.84899139 19.51994324 1.0 -18.89415169 19.85848808 20.23093605 1.0 -19.92507362 19.80211639 18.97160721 1.0 -19.06831932 19.63316345 19.59883118 1.0 -18.22307587 18.22460365 17.60227394 1.0 -19.38575363 19.03276443 19.21860886 1.0 -18.82414246 20.5185318 21.73954582 1.0 -19.67881012 20.10713577 19.57019234 1.0 -19.91859627 20.01687431 19.16941261 1.0 -19.97933578 19.85414124 18.36235619 1.0 -19.23094177 18.44273567 18.269701 1.0 -19.19765663 19.14533424 17.91349411 1.0 -19.77724075 19.91801834 18.578228 1.0 -18.89727783 18.95276642 18.30120468 1.0 -19.70670128 19.77312088 19.4563961 1.0 -18.96386528 20.7503643 20.8639183 1.0 -19.62608147 19.75646591 19.16586113 1.0 -19.60411263 20.49350548 19.94086266 1.0 -18.55042839 18.6240654 18.25289726 1.0 -19.71756935 20.02147865 19.16773224 1.0 -19.79841614 19.76150894 18.50538254 1.0 -19.92581367 19.75595284 18.66271591 1.0 -19.99023628 20.33820724 18.84940147 1.0 -19.72499657 19.00284386 17.45964432 1.0 -19.81528091 19.81528854 19.35684013 1.0 -19.84689903 19.1029644 16.76683617 1.0 -19.92746544 20.1541996 18.90839958 1.0 -18.17441559 18.07280731 16.15315056 1.0 -19.99233437 19.99168968 18.80861664 1.0 -19.86943817 19.9567318 18.94317245 1.0 -19.94074631 20.07418633 19.59510422 1.0 -19.49486732 21.39365005 21.54932213 1.0 -19.53948212 19.44077301 18.35552216 1.0 -19.13975906 19.06860733 19.79880714 1.0 -19.90736771 19.81950951 18.30125999 1.0 -19.89970207 21.78756905 21.41383362 1.0 -19.92081642 19.71776199 18.60700035 1.0 -19.99714661 20.18572235 20.00490189 1.0 -18.61800957 18.52902412 18.38787842 1.0 -19.77822685 19.82113457 19.55781746 1.0 -19.70249748 19.68761826 18.48064423 1.0 -19.76206589 19.68610764 19.28134918 1.0 -19.72740173 19.70611 19.14311409 1.0 -19.86887169 20.00644493 19.11022949 1.0 -19.90383148 19.96760941 19.54171371 1.0 -19.9240036 19.88916969 19.67762756 1.0 -19.90217018 19.71886635 19.15331268 1.0 -19.73243904 19.81484222 18.49085808 1.0 -19.86777115 19.5591259 18.9211998 1.0 -19.85648537 20.38144875 18.37275124 1.0 -19.85809517 19.76947594 19.39170265 1.0 -19.43355179 19.47777748 18.35647964 1.0 -19.60579681 19.86235237 19.45629501 1.0 -19.02135468 18.8948555 18.50749588 1.0 -19.38174438 19.67610168 18.57138824 1.0 -19.63907242 19.84531784 20.92761993 1.0 -19.60317802 19.65899277 19.25721741 1.0 -19.11900902 18.93153191 17.74936485 1.0 -19.82068825 19.91759872 19.60080528 1.0 -19.99075127 19.78186417 19.38666725 1.0 -19.33779716 19.11719322 19.69886208 1.0 -18.62035751 18.74751663 18.15723228 1.0 -19.98298454 20.01524353 18.86922646 1.0 -18.82911491 19.02913475 18.441782 1.0 -19.68971634 19.74707985 19.38676453 1.0 -19.7474556 19.34117889 19.3996563 1.0 -19.54280472 19.49736404 19.19295311 1.0 -19.17372513 19.25162506 18.55650139 1.0 -19.93475533 19.7894516 18.26093102 1.0 -18.11764908 17.97193527 18.59942245 1.0 -19.95443535 20.2284565 19.90149117 1.0 -19.92453575 19.94617271 19.59584045 1.0 -19.8384819 19.86420441 19.39268875 1.0 -19.73190308 21.16715431 21.32914352 1.0 -19.76171112 19.16434288 17.98551369 1.0 -19.4647522 19.5275631 18.25200081 1.0 -19.98818016 19.80244637 18.38285446 1.0 -19.66581154 19.90216637 19.63858986 1.0 -19.72726822 19.89270401 19.4656105 1.0 -19.11447144 19.59878159 18.28142738 1.0 -19.40156364 19.71418381 19.02708817 1.0 -19.84675026 20.4143219 20.54599953 1.0 -19.48736954 19.56747818 19.12220764 1.0 -18.81132889 19.06422615 17.22495651 1.0 -19.65438843 19.67978287 18.32125854 1.0 -19.72446823 17.95641518 18.75151253 1.0 -19.31671524 19.38245964 18.71043396 1.0 -19.74907875 19.50989723 18.14104843 1.0 -19.6434288 19.64716339 18.40059471 1.0 -19.57238579 19.71841431 20.14364433 1.0 -19.49319458 20.03733253 19.91651344 1.0 -19.87858963 20.34827995 19.63842583 1.0 -18.35998535 18.50210381 17.54890442 1.0 -19.82126999 19.57844543 18.33243179 1.0 -19.57561111 19.68716812 19.11066055 1.0 -19.76283455 19.24600792 18.79051208 1.0 -19.59867668 19.02575684 18.65150261 1.0 -19.64570427 18.80371857 18.21740723 1.0 -18.83761215 18.90364838 18.54945755 1.0 -19.6115818 19.35504723 18.13706589 1.0 -19.9161911 19.59253311 19.43388557 1.0 -18.85980034 19.04888344 18.24750328 1.0 -19.544487 19.83283806 18.64209175 1.0 -19.37829781 20.92481232 21.40301514 1.0